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ORCID43rd EMBC 2021: Mexico
- 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2021, Mexico, November 1-5, 2021. IEEE 2021, ISBN 978-1-7281-1179-7
- María Magdalena Damián-Chávez, Paola Estefania Ledesma-Coronado, Mariana Drexel-Romo, David Ibarra-Zarate
, Luz María Alonso-Valerdi:
How Does Environmental Noise Impact Collaborative Activities at the Main Library of Tecnologico de Monterrey? 7-10 - Norberto E. Naal-Ruiz, Luz María Alonso-Valerdi, David Ibarra-Zarate:
Different Headphone Models Modulate Differently Alpha and Theta Brain Oscillations When Listening to the Same Sound. 11-14 - Johnathan Adams, Ziming Zhang, Gregory M. Noetscher, Ara Nazarian, Sergey N. Makarov:
Application of a Neural Network Classifier to Radiofrequency-Based Osteopenia/Osteoporosis Screening. 15-18 - Xiaochen Wang, Mingxing Zhu, Oluwarotimi Williams Samuel, Zijian Yang, Lin Lu, Xingxing Cai, Xin Wang, Shixiong Chen, Guanglin Li:
A Pilot Study on the Performance of Time-Domain Features in Speech Recognition based on high-density sEMG. 19-22 - Laura I. Bogatu, Simona Turco, Massimo Mischi, Lars Schmitt, Pierre Woerlee, Erik Bresch, Gerrit Jan Noordergraaf, Igor Paulussen, R. Arthur Bouwman, Hendrikus H. M. Korsten, Jens Muehlsteff:
Modulation of pulse travel and blood flow during cuff inflation- An experimental case study. 23-26 - Yalin Wang, Wei Chen:
A modified phase transfer entropy for cross-frequency directed coupling estimation in brain network. 27-30 - Jia Wen Li, Shovan Barma, Sio-Hang Pun, Fei Chen, Cheng Li, Ming Tao Li, Pan Ke Wang, Mang I Vai, Peng Un Mak:
EEG-based Emotion Recognition Using Similarity Measure of Brain Rhythm Sequencing. 31-34 - Suguru Kanoga, Tomoumi Takase, Takayuki Hoshino, Hideki Asoh:
Time-domain Mixup Source Data Augmentation of sEMGs for Motion Recognition towards Efficient Style Transfer Mapping. 35-38 - Jorge A. Ramírez Castillo, Juan M. Chau:
Cognitive performance drop detection during daily activities using EEG. 39-42 - Dongdong Zhou, Qi Xu, Jian Wang, Jiacheng Zhang, Guoqiang Hu, Lauri Kettunen, Zheng Chang, Fengyu Cong:
LightSleepNet: A Lightweight Deep Model for Rapid Sleep Stage Classification with Spectrograms. 43-46 - Hui Sophie Wang, Holly B. Jimison, Misha Pavel:
Reducing Motion Artifacts of Pulse Intervals from Photoplethysmogram of a Commercial Wristband for Heart Rate Variability Analysis. 47-51 - Lorenzo Frassineti, Antonio Lanatà, Claudia Manfredi:
HRV analysis: a non-invasive approach to discriminate between newborns with and without seizures*. 52-55 - Nicolas Aguirre, Edith Grall-Maës, Leandro J. Cymberknop, Ricardo L. Armentano:
A Delineator for Arterial Blood Pressure Waveform Analysis Based on a Deep Learning Technique. 56-59 - Abuzar Ahmad Qureshi, Lu Wang, Tomoaki Ohtsuki, Kazunari Owada, Naoki Honma, Hayato Hayashi:
An Autoencoder-Based Fetal Heart Rate Detector for Noninvasive Recordings. 60-63 - Shun Hinatsu, Daisuke Suzuki, Hiroki Ishizuka, Sei Ikeda, Osamu Oshiro:
Attack on PPG Biometrics: Presentation Attack by Stealth Recording and Waveform Estimation. 64-67 - Kun Qian, Tomoya Koike, Kota Tamada, Toru Takumi, Björn W. Schuller, Yoshiharu Yamamoto:
Sensing the Sounds of Silence: A Pilot Study on the Detection of Model Mice of Autism Spectrum Disorder from Ultrasonic Vocalisations. 68-71 - Gary Garcia Molina:
A model characterizing the coupling between slow-wave activity, instantaneous heart rate and heart rate variability during sleep*. 72-75 - Minh C. Tran, Douglas C. Crockett, Arun Joseph, Federico Formenti, Phi Anh Phan, Stephen J. Payne, Andrew D. Farmery:
Lung simulation to support non-invasive pulmonary blood flow measurement in Acute Respiratory Distress Syndrome in animals*. 76-79 - Truc Nguyen, Franz Pernkopf:
Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolutional Neural Networks. 80-83 - Monay Mokhtar Shoushan, Bersain Alexander Reyes, Aldo R. Mejía-Rodríguez, Jo Woon Chong:
Contactless Heart Rate Variability (HRV) Estimation Using a Smartphone During Respiratory Maneuvers and Body Movement. 84-87 - Jui-Kun Chiu, Chun-Shun Chang, Shun-Chi Wu:
ECG-based Biometric Recognition without QRS Segmentation: A Deep Learning-Based Approach. 88-91 - Pingting Lin, Yanmei Zhu, Xinlin Zhou, Yi Bai, Haixian Wang:
Neural Dissociations between Magnitude Processing of Fractions and Decimals. 92-95 - Anju Malik, Abdel-Rahman B. M. El-Daly, Leanne Lai-Hang Chan:
Phase-amplitude modulation during critical period plasticity in mouse visual cortex. 96-99 - Marianne Boyer, Laurent J. Bouyer, Jean-Sébastien Roy, Alexandre Campeau-Lecours:
A Real-Time Algorithm to Estimate Shoulder Muscle Fatigue Based on Surface EMG Signal For Static and Dynamic Upper Limb Tasks. 100-106 - Yufeng Zhou, Jing You, Fengjun Zhu, Anatol Bragin, Jerome Engel, Lin Li:
Automatic Electrophysiological Noise Reduction and Epileptic Seizure Detection for Stereoelectroencephalography. 107-112 - Binh P. Nguyen, Sharadha Kolappan, Venkat Bhat, Sridhar Krishnan:
Clustering and Feature Analysis of Smartphone Data for Depression Monitoring. 113-116 - Tianli Xie, Kun Chen, Li Ma, Qingsong Ai, Quan Liu, Andrew E. Hudson:
Brain Connectivity Analysis in Anesthetized and Awake States: an ECoG Study in Monkeys. 117-120 - Sofija Spasojevic, Antenor Rodrigues, Kimia Mahdaviani, W. Darlene Reid, Alex Mihailidis, Shehroz S. Khan:
Onset and Offset Detection of Respiratory EMG Data Based on Energy Operator Signal. 121-124 - Yunzhe Tao, Tao Sun, Aashiq Muhamed, Sahika Genc, Dylan Jackson, Ali Arsanjani, Suri Yaddanapudi, Liang Li, Prachi Kumar:
Gated Transformer for Decoding Human Brain EEG Signals. 125-130 - Changjie Pan, Ying-Hui Lai, Fei Chen:
The Effects of Classification Method and Electrode Configuration on EEG-based Silent Speech Classification. 131-134 - Sergi Gómez-Quintana, Ihor Shelevytsky, Victoriya Shelevytska, Emanuel M. Popovici, Andriy Temko:
Automatic segmentation for neonatal phonocardiogram. 135-138 - Yang Hong, Hongling Zhu, Xiaoyun Yang, Cheng Cheng, Ye Yuan:
A Novel Cluster-Based Method for Single-channel Fetal Electrocardiogram Detection. 139-143 - Po-Ya Hsu, Po-Han Hsu, Tsung-Han Lee, Hsin-Li Liu:
Motion Artifact Resilient SCG-based Biometric Authentication Using Machine Learning. 144-147 - Li Wang, Yue Yang, Steven Su:
Nonparametric Modelling Based Model Predictive Control for Human Heart Rate Regulation during Treadmill Exercise. 148-151 - Wenzheng Qiu, Banghua Yang, Jun Ma, Shouwei Gao, Yan Zhu, Wen Wang:
The Paradigm Design of a Novel 2-class Unilateral Upper Limb Motor Imagery Tasks and its EEG Signal Classification. 152-155 - Keyvan Farhang Razi, Alexandre Schmid:
Two-stage Hardware-Friendly Epileptic Seizure Detection Method with a Dynamic Feature Selection. 156-159 - Arun Sebastian, Peter A. Cistulli, Gary Cohen, Philip de Chazal:
Unsupervised Approach for the Identification of the Predominant Site of Upper Airway Collapse in Obstructive Sleep Apnoea Patients Using Snore Signals. 160-163 - Villads Hulgaard Joergensen, Umaer Hanif, Poul Jennum, Emmanuel Mignot, Asbjoern W. Helge, Helge B. D. Sørensen:
Automatic Segmentation to Cluster Patterns of Breathing in Sleep Apnea. 164-168 - Daniela M. Zolezzi, Luz María Alonso-Valerdi, Norberto E. Naal-Ruiz, David Ibarra-Zarate:
Identification of Neuropathic Pain Severity based on Linear and Non-Linear EEG Features. 169-173 - Boudewijn van den Berg, Tom Berfelo, Elisa M. H. Verhoeven, Imre P. Krabbenbos, Jan Reinoud Buitenweg:
Combining Psychophysical and EEG Biomarkers for Improved Observation of Altered Nociceptive Processing in Failed Back Surgery Syndrome. 174-177 - Taichi Tanaka, Isao Nambu, Yoshiko Maruyama, Yasuhiro Wada:
Verification of Normalization Method to Improve Usability and Versatility among Users of Applications that Predict Continuous Motion Using Electromyography. 178-181 - Yuri Antonacci, Ludovico Minati, Gorana Mijatovic, Luca Faes:
A new Framework for the Spectral Information Decomposition of Multivariate Gaussian Processes. 182-185 - Maurício Cagliari Tosin, Leia B. Bagesteiro, Alexandre Balbinot:
Actor-Critic Reinforcement Learning Based Algorithm for Contaminant Type Identification in Surface Electromyography Data*. 186-189 - Fatima Al-Khuzaei, Leen Al Homoud, Dana Alyafei, Reza Tafreshi, Md Ferdous Wahid:
Development of Machine-Learning Algorithms for Recognition of Subjects' Upper Limb Movement Intention Using Electroencephalogram Signals. 190-193 - Saeed Jahromi, Margherita A. G. Matarrese, Eleonora Tamilia, M. Scott Perry, Joseph R. Madsen, Phillip L. Pearl, Christos L. Papadelis:
Mapping Propagation of Interictal Spikes, Ripples, and Fast Ripples in Intracranial EEG of Children with Refractory Epilepsy. 194-197 - Alessandra Camassa, Maurizio Mattia, Maria V. Sanchez-Vives:
Energy-Based Hierarchical Clustering of Cortical Slow Waves in Multi-Electrode Recordings. 198-203 - Rafael Correia, J. Miguel Sanches, Luca T. Mainardi:
Error perception classification in Brain-Computer Interfaces using CNN. 204-207 - Nadia Aloui, Anne Planat-Chretien, Stéphane Bonnet:
Artefact subspace reconstruction for both EEG and fNIRS co-registred signals. 208-211 - Kris van Noord, Wenjin Wang, Hailong Jiao:
Insights of 3D Input CNN in EEG-based Emotion Recognition. 212-215 - Fernando Vaquerizo-Villar, Daniel Álvarez, Jan F. Kraemer, Niels Wessel, Gonzalo C. Gutiérrez-Tobal, Eva Calvo, Félix del Campo, Leila Kheirandish-Gozal, David Gozal, Thomas Penzel, Roberto Hornero:
Automatic Sleep Staging in Children with Sleep Apnea using Photoplethysmography and Convolutional Neural Networks. 216-219 - Vasily Grigorovsky:
Phase-Amplitude Coupling Features Accurately Classify Multiple Sub-States Within a Seizure Episode. 220-223 - Cheng Wang, Xin Wang, Mingxing Zhu, Yao Pi, Xiaochen Wang, Feng Wan, Shixiong Chen, Guanglin Li:
Spectrum power and brain functional connectivity of different EEG frequency bands in attention network tests. 224-227 - Christodoulos Kechris, Anastasios Delopoulos:
RMSSD Estimation From Photoplethysmography and Accelerometer Signals Using a Deep Convolutional Network. 228-231 - Wei-Yu Chiu, Liang-Yu Chen, Hung-Ming Chi, Tzu-Chien Hsiao:
Toward instantaneous frequency of respiration to investigate the risk of internet gaming disorder. 232-235 - Vassilis D. Tsakanikas, Dimitrios Dimopoulos, Nikolaos S. Tachos, Chariklia Chatzaki, Vasileios Skaramagkas, Georgios Christodoulakis, Manolis Tsiknakis, Dimitrios I. Fotiadis:
Gait and balance patterns related to Free-Walking and TUG tests in Parkinson's Disease based on plantar pressure data. 236-239 - Shengjia Du, Qi Yu, Wei Dai, Verity M. McClelland, Zoran Cvetkovic:
Dictionary Learning Strategies for Cortico-Muscular Coherence Detection and Estimation. 240-244 - Soonhyun Yook, Yizhan Miao, Claire Park, Hea Ree Park, Jinyoung Kim, Diane C. Lim, Eun Yeon Joo, Hosung Kim:
Predicting brain age based on sleep EEG and DenseNet. 245-248 - Rana Zia Ur Rehman, Lynn Rochester, Alison J. Yarnall, Silvia Del Din:
Predicting the Progression of Parkinson's Disease MDS-UPDRS-III Motor Severity Score from Gait Data using Deep Learning. 249-252 - Lam Pham, Huy Phan, Alexander Schindler, Ross King, Alfred Mertins, Ian McLoughlin:
Inception-Based Network and Multi-Spectrogram Ensemble Applied To Predict Respiratory Anomalies and Lung Diseases. 253-256 - Paolo Castiglioni, Gianfranco Parati, Andrea Faini:
Multifractal and Multiscale Detrended Fluctuation Analysis of Cardiovascular Signals: how the Estimation Bias Affects ShortTerm Coefficients and a Way to mitigate this Error. 257-260 - Julia Y. H. Liu, John A. Rudd, Peng Du:
A pipeline for phase-based analysis of in vitro micro-electrode array recordings of gastrointestinal slow waves. 261-264 - Vojtech Travnicek, Pavel Jurák, Jan Cimbalnik, Petr Klimes, Pavel Daniel, Milan Brazdil:
Ultra-fast oscillation detection in EEG signal from deep-brain microelectrodes. 265-268 - Yongfeng Huang, Tianchen Jin, Chenxi Sun, Xueyang Li, Shuchen Yang, Zhiming Zhang:
Efficient J Peak Detection From Ballistocardiogram Using Lightweight Convolutional Neural Network*. 269-272 - Xuen Hoong Kok, Syed Anas Imtiaz, Esther Rodríguez-Villegas:
Towards Automatic Identification of Epileptic Recordings in Long-term EEG Monitoring. 273-276 - Sergi Gómez-Quintana, Grainne Cowhig, Marco Borzacchi, Alison O'Shea, Andriy Temko, Emanuel M. Popovici:
An EEG analysis framework through AI and sonification on low power IoT edge devices. 277-280 - Chen Du, Sarah Graham, Colin Depp, Truong Nguyen:
Assessing Physical Rehabilitation Exercises using Graph Convolutional Network with Self-supervised regularization. 281-285 - Jorge Oliveira, Diogo Marcelo Nogueira, Francesco Renna, Carlos Ferreira, Alípio M. Jorge, Miguel Tavares Coimbra:
Do we really need a segmentation step in heart sound classification algorithms? 286-289 - Riccardo Pernice, Gabriele Volpes, Jana Cernanova Krohova, Michal Javorka, Alessandro Busacca, Luca Faes:
Feasibility of Linear Parametric Estimation of Dynamic Information Measures to assess Physiological Stress from Short-Term Cardiovascular Variability *. 290-293 - Luyao Zhu, Yongjian Zhao, Yuting Shen, Feng Gao, Li Liu, Fei Gao:
Photoacoustic Characterization of Cortical and Cancellous Bone in The Vertebrae. 294-297 - Wenjun Huang, Murtaza Bulut, Ron van Lieshout, Kiran H. J. Dellimore:
Exploration of using a pressure sensitive mat for respiration rate and heart rate estimation*. 298-301 - Razieh Faghihpirayesh, Sebastian F. Ruf, Marianna La Rocca, Rachael Garner, Paul M. Vespa, Deniz Erdogmus, Dominique Duncan:
Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning. 302-305 - Yi Ding, Nigel Wei Jun Ang, Aung Aung Phyo Wai, Cuntai Guan:
Learning Generalized Representations of EEG between Multiple Cognitive Attention Tasks. 306-310 - Eduardo Hernandez-de la Cruz, Sonia Charleston-Villalobos, Tomás Aljama-Corrales, Bersain Alexander Reyes:
Simultaneous Estimation of Instantaneous Heart and Respiratory Rates using Image Photoplethysmography on a Single Smartphone. 311-314 - Pablo Núñez, Víctor Rodríguez-González, Víctor Gutiérrez-de Pablo, Carlos Gómez, Yoshihito Shigihara, Hideyuki Hoshi, Roberto Hornero, Jesús Poza:
Effect of segment length, sampling frequency, and imaging modality on the estimation of measures of brain meta-state activation: an MEG/EEG study. 315-318 - Irina Dolzhikova, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari:
An Ensemble CNN for Subject-Independent Classification of Motor Imagery-based EEG. 319-324 - Seishiro Goto, Ryo Natsuaki, Akira Hirose:
Proposal of higher-order tensor independent component analysis for signal separation in multiple-input multiple-output respiration/heartbeat remote sensing*. 325-328 - Sébastien Naze, Jianbin Tang, James R. Kozloski, Stefan Harrer:
Features importance in seizure classification using scalp EEG reduced to single timeseries. 329-332 - Velu Prabhakar Kumaravel, Victor Javier Kartsch, Simone Benatti, Giorgio Vallortigara, Elisabetta Farella, Marco Buiatti:
Efficient Artifact Removal from Low-Density Wearable EEG using Artifacts Subspace Reconstruction. 333-336 - Mario Corral Bolaños, Sheyla Barrado Ballestero, Sadasivan Puthusserypady:
Filter bank approach for enhancement of supervised Canonical Correlation Analysis methods for SSVEP-based BCI spellers. 337-340 - Gorana Mijatovic, Yuri Antonacci, Luca Faes:
Measuring the Rate of Information Transfer in Point-Process Data: Application to Cardiovascular Interactions. 341-344 - Pedro Faustino, Jorge Oliveira, Miguel T. Coimbra:
Crackle and wheeze detection in lung sound signals using convolutional neural networks. 345-348 - Diogo Pessoa, Bruno Moraes Rocha, Grigorios-Aris Cheimariotis, Kostas Haris, Claas Strodthoff, Evangelos Kaimakamis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva:
Classification of Electrical Impedance Tomography Data Using Machine Learning. 349-353 - Melkamu Hunegnaw Asmare, Frehiwot Woldehanna, Luc Janssens, Bart Vanrumste:
Can Heart Sound Denoising be Beneficial in Phonocardiogram Classification Tasksƒ. 354-358 - Mo Han, Mehrshad Zandigohar, Mariusz P. Furmanek, Mathew Yarossi, Gunar Schirner, Deniz Erdogmus:
Classifications of Dynamic EMG in Hand Gesture and Unsupervised Grasp Motion Segmentation. 359-364 - Xiaorong Ding, Wenjin Wang, Yifan Chen, Yumin Yang, Yan Zhao, Deyuan Kong:
Feasibility Study of Pulse Width at Half Amplitude of Camera PPG for Contactless Blood Pressure Estimation. 365-368 - Xinwen Liu, Huan Wang, Zongjin Li:
An Approach for Deep Learning in ECG Classification Tasks in the Presence of Noisy Labels. 369-372 - Michal Kozlowski, Sukhpreet Singh, Georgina Ramage, Esther Rodríguez-Villegas:
Effects of denoising strategies on R-wave detection in ECG analysis. 373-376 - Jiadao Zou, Qingxue Zhang:
eyeSay: Make Eyes Speak for ALS Patients with Deep Transfer Learning-empowered Wearable. 377-381 - Fiona Cheung, Phillip L. Pearl, Catherine Stamoulis:
Novel Seizure Biomarkers in Continuous Electrocardiograms from Pediatric Epilepsy Patients. 382-385 - Sebastian F. Ruf, Md Navid Akbar, Susan L. Whitfield-Gabrieli, Deniz Erdogmus:
Comparing Autoregressive and Network Features for Classification of Depression and Anxiety. 386-389 - Evangelos Papathomas, Andreas Triantafyllidis, Rafail-Evangelos Mastoras, Dimitrios Giakoumis, Konstantinos Votis, Dimitrios Tzovaras:
A Machine Learning Approach for Prediction of Sedentary Behavior Based on Daily Step Counts. 390-394 - Fotis P. Kalaganis, Manuel S. Seet, Kostas Georgiadis, Vangelis P. Oikonomou, Nikolaos A. Laskaris, Spiros Nikolopoulos, Ioannis Kompatsiaris, Maria Panou, Andrei Dragomir, Anastasios Bezerianos:
Reconstructing EOG From EEG Timeseries: A Spatial Filtering Approach. 395-398 - Sandya Subramanian, Bryan Tseng, Riccardo Barbieri, Emery N. Brown:
Unsupervised Machine Learning Methods for Artifact Removal in Electrodermal Activity. 399-402 - Sarineh Keshishzadeh, Sarah Verhulst:
Individualized Cochlear Models Based on Distortion Product Otoacoustic Emissions. 403-407 - Ludovica Corona, Eleonora Tamilia, Joseph R. Madsen, Steven M. Stufflebeam, Phillip L. Pearl, Christos L. Papadelis:
Mapping Functional Connectivity of Epileptogenic Networks through Virtual Implantation. 408-411 - Juan Manuel Mayor Torres, Mirco Ravanelli, Sara E. Medina-DeVilliers, Matthew D. Lerner, Giuseppe Riccardi:
Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity. 412-415 - Zheng Peng, Ilde Lorato, Xi Long, Rong-Hao Liang, Deedee Kommers, Peter Andriessen, Ward Cottaar, Sander Stuijk, Carola van Pul:
Body Motion Detection in Neonates Based on Motion Artifacts in Physiological Signals from a Clinical Patient Monitor. 416-419 - Jathurshan Pradeepkumar, Mithunjha Anandakumar, Vinith Kugathasan, Thilina Dulantha Lalitharatne, Anjula C. De Silva, Simon Lind Kappel:
Decoding of Hand Gestures from Electrocorticography with LSTM Based Deep Neural Network. 420-423 - Bahareh Salafian, Eyal Fishel Ben, Nir Shlezinger, Sandrine de Ribaupierre, Nariman Farsad:
Efficient Epileptic Seizure Detection Using CNN-Aided Factor Graphs. 424-429 - Hao Peng, Wenhao Lin, Guoqing Cai, Shoulin Huang, Yifan Pei, Ting Ma:
DW-FBCSP: EEG emotion recognition algorithm based on scale distance weighted optimization. 430-433 - Natsuho Niida, Lu Wang, Tomoaki Ohtsuki, Kazunari Owada, Naoki Honma, Hayato Hayashi:
Fetal Heart Rate Detection Using First Derivative of ECG Waveform and Multiple Weighting Functions. 434-438 - Tomás Vicar, Jaromir Gumulec, Radim Kolár, Jirí Chmelík, Jiri Navratil, Larisa Chmelíková, Vratislav Cmiel, Ivo Provazník, Michal Masarik:
Parametric Deconvolution for Cancer Cells Viscoelasticity Measurements from Quantitative Phase Images. 439-442 - Tomohiko Igasaki, Yugo Kuramura, Junya Takemoto:
Motor Imagery, Execution, and Observation Classification using Small Amount of EEG Data with Multiple Two-Class CNNs. 443-446 - Joana M. Warnecke, Nicolai Boeker, Nicolai Spicher, Ju Wang, Maximilian Flormann, Thomas M. Deserno:
Sensor Fusion for Robust Heartbeat Detection during Driving. 447-450 - S. V. Sandeep Avvaru, Nicole R. Provenza, Alik S. Widge, Keshab K. Parhi:
Decoding Human Cognitive Control Using Functional Connectivity of Local Field Potentials. 451-454 - Zongjin Li, Huan Wang, Xinwen Liu:
A One-Dimensional Siamese Few-Shot Learning Approach for ECG Classification under Limited Data. 455-458 - Jerrin Thomas Panachakel, Kanishka Sharma, Anusha A. S, A. G. Ramakrishnan:
Can we identify the category of imagined phoneme from EEG? 459-462 - Clémentine Aguet, Jérôme Van Zaen, João Jorge, Martin Proença, Guillaume Bonnier, Pascal Frossard, Mathieu Lemay:
Feature Learning for Blood Pressure Estimation from Photoplethysmography. 463-466 - Agnese Sbrollini, Ilaria Marcantoni, Micaela Morettini, Cees A. Swenne, Laura Burattini:
Repeated Structuring & Learning Procedure for Detection of Myocardial Ischemia: a Robustness Analysis. 467-470 - Lorenzo Frassineti, Claudia Manfredi, Benedetta Olmi, Antonio Lanatà:
A Generalized Linear Model for an ECG-based Neonatal Seizure Detector. 471-474 - Zoe Dittman, Tamanna T. K. Munia, Selin Aviyente:
Graph Theoretic Analysis of Multilayer EEG Connectivity Networks. 475-479 - Stefano Orsolini, Enrico Pannicke, Ivan Fomin, Oliver Thieme, Georg Rose:
Wireless Electrocardiography and Impedance Cardiography Devices Using a Network Time Protocol for Synchronized Data. 480-483 - Teppei Matsubara, Steven M. Stufflebeam, Sheraz Khan, Jyrki Ahveninen, Matti Hämäläinen, Yoshinobu Goto, Toshihiko Maekawa, Shozo Tobimatsu, Kuniharu Kishida:
A novel time-delayed correlation method decomposes mismatch response without using subtraction. 484-487 - Eoin Finnegan, Shaun M. Davidson, Mirae Harford, João Jorge, Mauricio Villarroel:
The presence of a circadian rhythm in pulse arrival time and its application for classifying blood pressure night-time dip. 488-491 - Mimma Nardelli, Alberto Greco, Nicola Vanello, Enzo Pasquale Scilingo:
Reliability of Pulse Rate Variability in Elderly Men and Women: an Application of Cross-Mapping Approach. 492-495 - Camilo E. Valderrama:
A comparison between the Hilbert-Huang and Discrete Wavelet Transforms to recognize emotions from electroencephalographic signals. 496-499 - Zuoting Song, Tao Fang, Shuang Li, Lan Niu, Yuan Zhang, Song Le, Gege Zhan, Xueze Zhang, Hui Li, Min Zhao, Haifeng Jiang, Lihua Zhang, Xiaoyang Kang:
Removing EOG Artifacts from the EEG signal of Methamphetamine Addicts. 500-503 - Wenrui Lin, Berken Utku Demirel, Mohammad Abdullah Al Faruque, G. P. Li:
Energy-efficient Blood Pressure Monitoring based on Single-site Photoplethysmogram on Wearable Devices. 504-507 - Ozan Özgül, Bart Maesen, Ulrich Schotten, Pietro Bonizzi, Stef Zeemering:
State Space Embedding of Atrial Electrograms to Detect Repetitive Conduction Patterns During Atrial Fibrillation. 508-511 - Bruno Moraes Rocha, Diogo Pessoa, Grigorios-Aris Cheimariotis, Evangelos Kaimakamis, Serafeim-Chrysovalantis Kotoulas, Myrto Tzimou, Nicos Maglaveras, Alda Marques, Paulo de Carvalho, Rui Pedro Paiva:
Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients. 512-516 - Jannis Lilienthal, Waltenegus Dargie:
Spectral Characteristics of Motion Artifacts in Wireless ECG and their Correlation with Reference Motion Sensors. 517-521 - Wei-Chih Li, Cheng-Jie Yang, Bo-Ting Liu, Wai-Chi Fang:
A Real-Time Affective Computing Platform Integrated with AI System-on-Chip Design and Multimodal Signal Processing System. 522-526 - Siddhartha Gairola, Francis Tom, Nipun Kwatra, Mohit Jain:
RespireNet: A Deep Neural Network for Accurately Detecting Abnormal Lung Sounds in Limited Data Setting. 527-530 - Payam Shahsavari Baboukani, Carina Graversen, Emina Alickovic, Jan Østergaard:
EEG Phase Synchrony Reflects SNR Levels During Continuous Speech-in-Noise Tasks. 531-534 - Arman Iranfar, Adriana Arza, David Atienza:
ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals*. 535-541 - Berken Utku Demirel, Ivan Skelin, Haoxin Zhang, Jack J. Lin, Mohammad Abdullah Al Faruque:
Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices. 542-545 - Agnieszka Kazimierska, Agnieszka Uryga, Cyprian Mataczynski, Malgorzata Burzynska, Arkadiusz Ziólkowski, Andrzej Rusiecki, Magdalena Kasprowicz:
Analysis of the Shape of Intracranial Pressure Pulse Waveform in Traumatic Brain Injury Patients. 546-549 - Rahul Dasharath Gavas, Venkata Subramanian Viraraghavan, Ramesh Kumar Ramakrishnan:
A Novel Optimization Algorithm Leveraging a Three-Dimensional Approach of Periscopic, Pheromonic and Fractal Search. 550-553 - Jinghan Wu, Tao Zhao, Yakun Zhang, Liang Xie, Ye Yan, Erwei Yin:
Parallel-Inception CNN Approach for Facial sEMG based Silent Speech Recognition. 554-557 - Jiantao Fan, Mengmeng Li, Shuguan Cheng, Zhigang Shang, Hong Wan:
Spatial learning correlates with decreased hippocampal activity in the goal-directed behavior of pigeons. 558-561 - Nathaniel Barbara, Tracey A. Camilleri, Kenneth P. Camilleri:
TEMoD: Target-Enabled Model-Based De-Drifting of the EOG Signal Baseline using a Battery Model of the Eye. 562-565 - J. R. G. de Santana, Marly G. F. Costa, Cicero Ferreira Fernandes Costa Filho:
A New Approach to Classify Cardiac Arrythmias Using 2D Convolutional Neural Networks. 566-570 - Shadi Sartipi, Mastaneh Torkamani-Azar, Müjdat Çetin:
EEG Emotion Recognition via Graph-based Spatio-Temporal Attention Neural Networks. 571-574 - Marco Bilucaglia, Rita Laureanti, Margherita Zito, Riccardo Circi, Alessandro Fici, Vincenzo Russo, Luca T. Mainardi:
It's a Question of Methods: Computational Factors Influencing the Frontal Asymmetry in Measuring the Emotional Valence. 575-578 - Irina-Emilia Nicolae, Alina Sultana, Ruxandra Aursulesei, Szabolcs Fulop:
Treating Electrical and Biopotential Artifacts in an EEG Pilot Study Experiment. 579-582 - Liran Ziegelman, Abdulrahman Alkurdi, Yang Hu, Alka Bishnoi, Rachneet Kaur, Richard B. Sowers, Elizabeth T. Hsiao-Wecksler, Manuel E. Hernandez:
Feasibility of VR Technology in Eliciting State Anxiety Changes While Walking in Older Women. 583-586 - Yao Miao, Yasushi Iimura, Hidenori Sugano, Kosuke Fukumori, Taku Shoji, Toshihisa Tanaka:
Seizure Onset Zone Identification Based on Phase-Amplitude Coupling of Interictal Electrocorticogram. 587-590 - ByeongTak Lee, Seo Taek Kong, Youngjae Song, Yeha Lee:
Self-Supervised Learning with Electrocardiogram Delineation for Arrhythmia Detection. 591-594 - Marta Bonato, Laura Dossi, Emma Chiaramello, Martina Benini, Silvia Gallucci, Serena Fiocchi, Gabriella Tognola, Marta Parazzini:
Application of Stochastic Dosimetry for assessing the Human RFEMF Exposure in a 5G indoor Scenario. 595-599 - Zheng Zhang, Xin Li, Fengji Geng, Kejie Huang:
A Semi-Supervised Few-Shot Learning Model for Epileptic Seizure Detection. 600-603 - Gianluca Rho, Alejandro Luis Callara, Nicola Vanello, Claudio Gentili, Alberto Greco, Enzo Pasquale Scilingo:
Odor valence modulates cortico-cortical interactions: a preliminary study using DCM for EEG. 604-607 - Federica Gioia, Maria Antonietta Pascali, Alberto Greco, Sara Colantonio, Enzo Pasquale Scilingo:
Discriminating Stress From Cognitive Load Using Contactless Thermal Imaging Devices. 608-611 - Dhruv Gupta, Dustin L. Crouch:
Optimization of Data Quality Related EMG Feature Extraction Parameters to Increase Hand Movement Classification Accuracy. 612-615 - Mingxi Lei, Tom Maxim, Edwin Valladares, Eric Kezirian, B. Keith Jenkins:
Wavelet-based CNN for Predicting PAP Adherence Using Overnight Polysomnography Recordings: a Pilot Study. 616-620 - Dingyi Pei, Tülay Adali, Ramana Vinjamuri:
Generalizability of Hand Kinematic Synergies derived using Independent Component Analysis. 621-624 - Yasuyuki Kataoka, Hitonobu Tomoike:
Spatial Feature Extraction of Vectorcardiography via Minimum Volume Ellipsoid Enclosure in Classifying Left Ventricular Hypertrophy. 625-628 - Maria Camila Dias, Diana M. Costa, Teresa Sousa, João Castelhano, Verónica Figueiredo, Andreia C. Pereira, Miguel Castelo-Branco:
Classification of erroneous actions using EEG frequency features: implications for BCI performance*. 629-632 - Namhee Kwon, Samuel Kim:
Depression Severity Detection Using Read Speech with a Divide-and-Conquer Approach. 633-637 - Pradeep Kumar, Angkoon Phinyomark, Erik J. Scheme:
Verification-Based Design of a Robust EMG Wake Word. 638-642 - Gul Hameed Khan, Nadeem Ahmad Khan, Muhammad Awais Bin Altaf, Mujeeb Ur Rehman:
Classifying Single Channel Epileptic EEG data based on Sparse Representation using Shallow Autoencoder. 643-646 - Krzysztof Adamczyk, Adam G. Polak:
Derivation of Frequency Components from Overnight Heart Rate Variability Using an Adaptive Variational Mode Decomposition. 647-650 - Nittayapa Klangpornkun, Mathurada Ruangritchai, Adirek Munthuli, Chutamanee Onsuwan, Kankamol Jaisin, Keerati Pattanaseri, Juthawadee Lortrakul, Pattaranis Thanakulakkarachai, Thanaporn Anansiripinyo, Atita Amornlaksananon, Sirikhwan Laohawee, Charturong Tantibundhit:
Classification of Depression and Other Psychiatric Conditions Using Speech Features Extracted from a Thai Psychiatric and Verbal Screening Test. 651-656 - Pierre Humbert, Laurent Oudre, Clément Dubost:
Learning spatial filters from EEG signals with Graph Signal Processing methods. 657-660 - Ahmed M. Elbeshbeshy, Muhammad Ali Rushdi, Shereen M. El-Metwally:
Electromyography Signal Analysis and Classification using Time-Frequency Representations and Deep Learning. 661-664 - Gelareh Hajian, Evelyn Morin, Ali Etemad:
Convolutional Neural Network Approach for Elbow Torque Estimation during Quasi-dynamic and Dynamic Contractions. 665-668 - Erika Bondareva, Jing Han, William Bradlow, Cecilia Mascolo:
Segmentation-free Heart Pathology Detection Using Deep Learning. 669-672 - Miaojuan Xia, Shihan Ma, Chen Chen, Xinjun Sheng, Xiangyang Zhu:
Electrodes Adaptive Model in Estimating the Depth of Motor Unit: A Motor Unit Action Potential Based Approach. 673-676 - Jacopo Pavan, Chiara Dalla Man, David Herzig, Lia Bally, Simone Del Favero:
A PID Control Algorithm for a Post-Prandial Hypoglycemic Clamp Study. 677-680 - Durgesh Kusuru, Anish C. Turlapaty, Mainak Thakur:
A Laplacian-Gaussian Mixture Model for Surface EMG Signals from Upper Limbs. 681-685 - M. Sami Zitouni, Cheul Young Park, Uichin Lee, Leontios J. Hadjileontiadis, Ahsan Khandoker:
Arousal-Valence Classification from Peripheral Physiological Signals Using Long Short-Term Memory Networks. 686-689 - Adirek Munthuli, Sethavudh Vongsurakrai, Thanaporn Anansiripinyo, Varaporn Ellermann, Kanyaporn Sroykhumpa, Chutamanee Onsuwan, Panuvat Chutichetpong, Solaphat Hemrungrojn, Krit Kosawat, Charturong Tantibundhit:
Thammasat-NECTEC-Chula's Thai Language and Cognition Assessment (TLCA): The Thai Alzheimer's and Mild Cognitive Impairment Screening Test. 690-694 - Achuth Rao M. V, Shailesh BG, Drishti Ramesh Megalmani, Satish S. Jeevannavar, Prasanta Kumar Ghosh:
Noise Robust Detection of Fundamental Heart Sound using Parametric Mixture Gaussian and Dynamic Programming. 695-699 - Alfredo Lobaina Delgado, Adson F. da Rocha, Alexander A. Suárez León, Andrés Felipe Ruiz Olaya, Klaus Ribeiro Montero, Alberto López Delis:
Estimation of Joint Angle From sEMG and Inertial Measurements Based on Deep Learning Approach. 700-703 - Karen McCloy, Brett Duce, Craig Hukins, Udantha R. Abeyratne:
Mapping Sleep Spindle Characteristics to Vigilance Outcomes in Patients with Obstructive Sleep Apnea. 704-707 - Ahmed A. Al Taee, Rami N. Khushaba, Tanveer A. Zia, Adel Al-Jumaily:
Cardinality and Short-Term Memory Concepts based Novel Feature Extraction for Myoelectric Pattern Recognition. 708-712 - Drishti Ramesh Megalmani, Shailesh B. G, Achuth Rao M. V, Satish S. Jeevannavar, Prasanta Kumar Ghosh:
Unsegmented Heart Sound Classification Using Hybrid CNN-LSTM Neural Networks. 713-717 - Matthijs Oudkerk, Bob D. de Vos, Michiel M. Winter, Ivana Isgum:
Deep Learning-Based Data-Point Precise R-Peak Detection in Single-Lead Electrocardiograms. 718-721 - Víctor Rodríguez-González, Víctor Gutiérrez-de Pablo, Carlos Gómez, Yoshihito Shigihara, Hideyuki Hoshi, Roberto Hornero, Miguel Ángel Tola-Arribas, Mónica Cano, Jesús Poza:
High Frequential Resolution Networks: Considerations on a New Functional Brain Connectivity Framework. 722-725 - Eva Lendaro, Ebrahim Balouji, Karen Baca, Azam Sheikh Muhammad, Max Ortiz-Catalan:
Common Spatial Pattern EEG decomposition for Phantom Limb Pain detection. 726-729 - Muhamed Vila, Sara Rocher, Massimo Walter Rivolta, Javier Saiz, Roberto Sassi:
Directed Network Mapping Approach to Rotor Localization in Atrial Fibrillation Simulation. 730-733 - Shashika Chamod Munasingha, Kodithuwakkuge Keerthi Priyankara, Sandali Nisansa Liyanagoonawardena, Wijesekara Vithanage Charith, Chamil Sampath Pinto, Kithmin Wickramasinghe, Godwin Roger Constantine, Saroj Jayasinghe:
A Hybrid Approach for Screening Endothelial Dysfunction using Photoplethysmography and Digital Thermal Monitoring. 734-739 - Aruna Duraisingam, Ramaswamy Palaniappan, Daniele Soria:
Attentional bias towards high and low caloric food on repeated visual food stimuli: An ERP study. 740-743 - Seyed Amir Hossein Aqajari, Rui Cao, Amir Hosein Afandizadeh Zargari, Amir M. Rahmani:
An End-to-End and Accurate PPG-based Respiratory Rate Estimation Approach Using Cycle Generative Adversarial Networks. 744-747 - Hélder Pinto, Riccardo Pernice, Celestino Amado, Maria Eduarda Silva, Michal Javorka, Luca Faes, Ana Paula Rocha:
Assessing Transfer Entropy in cardiovascular and respiratory time series under long-range correlations. 748-751 - Po-Hsun Huang, Wei-Chan Chung, Chau-Chyun Sheu, Jong-Rung Tsai, Tzu-Chien Hsiao:
Is the asynchronous phase of thoracoabdominal movement a novel feature of successful extubation? A preliminary result. 752-756 - Md. Rafiul Amin, Maryam Tahir, Rose T. Faghih:
A State-space Investigation of Impact of Music on Cognitive Performance during a Working Memory Experiment. 757-762 - Ahmet Demirkaya, Tales Imbiriba, Kyle Lockwood, Sumientra Rampersad, Elie Alhajjar, Giovanna Guidoboni, Zachary Danziger, Deniz Erdogmus:
Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models. 763-766 - Edgar Hernández-González, Pilar Gómez-Gil, Erik Bojorges-Valdez, Manuel Ramírez-Cortés:
Bi-dimensional representation of EEGs for BCI classification using CNN architectures. 767-770 - Andrea Duggento, Allegra Conti, Maria Guerrisi, Nicola Toschi:
Classification of real-world pathological phonocardiograms through multi-instance learning. 771-774 - Ferial AbuHantash, Ahsan H. Khandoker, Georgios K. Apostolidis, Leontios J. Hadjileontiadis:
Swarm Decomposition of Abdominal Signals for Non-invasive Fetal ECG Extraction. 775-778 - Zixiao He, Xinwen Liu, Hao He, Huan Wang:
Dual Attention Convolutional Neural Network Based on Adaptive Parametric ReLU for Denoising ECG Signals with Strong Noise. 779-782 - Nyi Nyi Tun, Fumiya Sanuki, Keiji Iramina:
EEG-EMG Correlation Analysis with Linear and Nonlinear Coupling Methods Across Four Motor Tasks. 783-786 - G. Pradeep Kumar, Kanishka Sharma, A. G. Ramakrishnan, A. Adarsh:
Increased Entropy of Gamma Oscillations in the Frontal Region during Meditation. 787-790 - Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Ejay Nsugbe, Yanjuan Geng, Alberto López Delis, Yazan Ali Jarrah, Oluwagbenga Paul Idowu, Shixiong Chen, Peng Fang, Guanglin Li:
A Low-rank Spatiotemporal based EEG Multi-Artifacts Cancellation Method for Enhanced ConvNet-DL's Motor Imagery Characterization. 791-794 - R. Vishnupriya, Neethu Robinson, Ramasubba Reddy M, Cuntai Guan:
Performance Evaluation of Compressed Deep CNN for Motor Imagery Classification using EEG. 795-799 - Gauri Deshpande, Björn W. Schuller:
COVID-19 Biomarkers in Speech: On Source and Filter Components. 800-803 - Xi Cui, Mengjie Liu, Na Zhang, Jianhong Zhang, Na Wei, Ke Li:
Brain functional networks analysis of five fingers grasping in virtual reality environment. 804-807 - Fazla Rabbi Mashrur, Mohammad Tohidul Islam Miya, Ferdousi Sabera Rawnaque, Khandoker Mahmudur Rahman, Ravi Vaidyanathan, Syed Ferhat Anwar, Farhana Sarker, Khondaker Abdullah Al Mamun:
MarketBrain: An EEG based intelligent consumer preference prediction system. 808-811 - Jingjuan Qiao, Jiabei Tang, Jiajia Yang, Minpeng Xu, Dong Ming:
Basic Graphic Shape Decoding for EEG-based Brain-Computer Interfaces. 812-815 - Johannes Allgaier, Patrick Neff, Winfried Schlee, Stefan Schoisswohl, Rüdiger Pryss:
Deep Learning End-to-End Approach for the Prediction of Tinnitus based on EEG Data*. 816-819 - Surjya Ghosh, Tanaya Guha:
Towards Autism Screening through Emotion-guided Eye Gaze Response. 820-823 - Jessica Gemignani:
Classification of fNIRS data with LDA and SVM: a proof-of-concept for application in infant studies. 824-827 - Jessica Gemignani, Judit Gervain:
A practical guide for synthetic fNIRS data generation. 828-831 - Zhiwei Chen, Wenqiang Luo, Qi Zhang, Baiying Lei, Tianfu Wang, Zhong Chen, Yuan Fu, Peidong Guo, Changchuan Li, Teng Ma, Yue Ding, Jiang Liu:
Osteoporosis Diagnosis Based on Ultrasound Radio Frequency Signal via Multi-channel Convolutional Neural Network. 832-835 - Jiahua Xu, Zheng Wu, Andreas Nürnberger, Bernhard A. Sabel:
Interhemispheric Cortical Network Connectivity Reorganization Predicts Vision Impairment in Stroke. 836-840 - Madhurima Patra, B. S. Rajeshwari, Arnab Sengupta, Amit Patra, Nirmalya Ghosh:
Wavelet based event detection in the phonocardiogram of prolapsed mitral valve. 841-844 - Ville Ahonen, Marko Leino, Tarmo Lipping:
Electroencephalography in Evaluating Mental Workload of Gaming. 845-848 - Illia Fedorin, Kostyantyn Slyusarenko:
Consumer Smartwatches As a Portable PSG: LSTM Based Neural Networks for a Sleep-Related Physiological Parameters Estimation. 849-452 - Nina Sviridova, Pietro Artoni, Michela Fagiolini, Takao K. Hensch, Kazuyuki Aihara:
Dynamical Characteristics of Wild-Type Mouse Spontaneous Pupillary Fluctuations*. 853-856 - Mojisola Grace Asogbon, Oluwarotimi Williams Samuel, Ejay Nsugbe, Yazan Ali Jarrah, Shixiong Chen, Guanglin Li:
HD-sEMG Signal Denoising Method for Improved Classification Performance in Transhumeral Amputees Pros thesis Control. 857-861 - Maximiliano Mollura, Li-Wei H. Lehman, Riccardo Barbieri:
Assessment of Sepsis in the ICU by Linear and Complex Characterization of Cardiovascular Dynamics. 862-865 - Dongze Wang, Yue Sun, Yue Xiao, Yifan Chen:
An Optimal Strategy for Individualized Drug Delivery Therapy: A Molecular Communication Inspired Waveform Design Perspective. 866-869 - Shivani Yadav, Dipanjan Gope, Uma Maheswari Krishnaswamy, Prasanta Kumar Ghosh:
Role of breath phase and breath boundaries for the classification between asthmatic and healthy subjects. 870-873 - Jinping Li, Ying Hou, Juan Wang, Huitian Zheng, Chengfan Wu, Na Zhang, Ke Li:
Functional Muscle Network in Post-stroke Patients during Quiet Standing*. 874-877 - Shaotong Zhu, Sarah M. Ismail Hosni, Xiaofei Huang, Seyyed Bahram Borgheai, John McLinden, Yalda Shahriari, Sarah Ostadabbas:
A Graph-Based Feature Extraction Algorithm Towards a Robust Data Fusion Framework for Brain-Computer Interfaces. 878-881 - Yuntao Xie, Lang Qin, Hongcheng Tan, Xinyang Li, Bisen Liu, Huan Wang:
Automatic 12-Leading Electrocardiogram Classification Network with Deformable Convolution. 882-885 - Arijit Ukil, Ishan Sahu, Angshul Majumdar, Sai Chander Racha, Gitesh Kulkarni, Anirban Dutta Choudhury, Sundeep Khandelwal, Avik Ghose, Arpan Pal:
Resource Constrained CVD Classification Using Single Lead ECG On Wearable and Implantable Devices. 886-889 - Christodoulos Kechris, Alexandros Delitzas, Vasileios Matsoukas, Panagiotis C. Petrantonakis:
Removing Noise from Extracellular Neural Recordings Using Fully Convolutional Denoising Autoencoders. 890-893 - Bruno V. Mendes, Ana Maria Tomé, Isabel M. Santos, Pedro Bem-Haja:
Analysis of eyewitness testimony using electroencephalogram signals. 894-897 - Shan He, Hilmi R. Dajani, Miodrag Bolic:
Novel Cuffless Blood Pressure Estimation Method Using a Bayesian Hierarchical Model. 898-901 - Serena Zanelli, Mounim A. El-Yacoubi, Magid Hallab, Mehdi Ammi:
Transfer learning of CNN-based signal quality assessment from clinical to non-clinical PPG signals. 902-905 - Nicolina Sciaraffa, Daniele Germano, Andrea Giorgi, Vincenzo Ronca, Alessia Vozzi, Gianluca Borghini, Gianluca Di Flumeri, Fabio Babiloni, Pietro Aricò:
Mental Effort Estimation by Passive BCI: A Cross-Subject Analysis. 906-909 - Yassawe Kainolda, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari:
Is Riemannian Geometry Better than Euclidean in Averaging Covariance Matrices for CSP-based Subject-Independent Classification of Motor Imagery? 910-914 - Ilias Bilionis, Georgios K. Apostolidis, Vasileios S. Charisis, Christos N. Liatsos, Leontios J. Hadjileontiadis:
Non-invasive Detection of Bowel Sounds in Real-life Settings Using Spectrogram Zeros and Autoencoding. 915-919 - Aengus Daly, Alison O'Shea, Gordon Lightbody, Andriy Temko:
Towards Deeper Neural Networks for Neonatal Seizure Detection. 920-923 - Maria Grazia Puxeddu, Manuela Petti, Laura Astolfi:
Multi-layer analysis of multi-frequency brain networks as a new tool to study EEG topological organization. 924-927 - Peihao Li, Evangelos Piliouras, Vahe Poghosyan, Majed H. Al-Hameed, Taous-Meriem Laleg-Kirati:
Automatic Detection of Epileptiform EEG Discharges based on the Semi-Classical Signal Analysis (SCSA) method. 928-931 - Elena Merdjanovska, Aleksandra Rashkovska:
Patient-Specific Heartbeat Classification in Single-Lead ECG using Convolutional Neural Network. 932-936 - Luigi Truppa, Pietro Garofalo, Michele Raggi, Elena Bergamini, Giuseppe Vannozzi, Angelo M. Sabatini, Andrea Mannini:
Magnetic-free Extended Kalman Filter for upper limb kinematic assessment in Yoga. 937-940 - Evan M. Dastin-van Rijn, Nicole R. Provenza, Matthew T. Harrison, David A. Borton:
How do packet losses affect measures of averaged neural signalsƒ. 941-944 - Sunghea Park, Sven Altermatt, Sandra Widmer Beierlein, Anja Blechschmidt, Claire Reymond, Markus Degen, Eliane Rickert, Sandra Wyss, Katrin P. Kuntner, Simone Hemm:
Evaluation of the Potential of Automatic Naming Latency Detection for Different Initial Phonemes during Picture Naming Task. 945-950 - Mohamed Zaid, Salman Ahmad, Ahmad Suliman, Maraya Camazine, Isaac Weber, Jared Sheppard, Mihail Popescu, James Keller, Laurel Despins, Marjorie Skubic, Giovanna Guidoboni:
Noninvasive cardiovascular monitoring based on electrocardiography and ballistocardiography: a feasibility study on patients in the surgical intensive care unit. 951-954 - Viviana Gómez-Orozco, Cristian Blanco Martínez, David Augusto Cárdenas-Peña, Paula Marcela Herrera-Gómez, Álvaro Ángel Orozco-Guitiérrez:
EEG representation approach based on Kernel Canonical Correlation Analysis highlighting discriminative patterns for BCI applications. 955-958 - Rosanne Zerafa, Tracey A. Camilleri, Kenneth P. Camilleri:
SAT: A Switch-And-Train Framework for Real-Time Training of SSVEP-based BCIs*. 959-962 - Kandala N. V. P. S. Rajesh, T. Sunil Kumar:
Schizophrenia Detection in Adolescents from EEG Signals using Symmetrically weighted Local Binary Patterns. 963-966 - Zhenghao Guo, Verity M. McClelland, Zoran Cvetkovic:
Unravelling Causal Relationships Between Cortex and Muscle with Errors-in-variables Models. 967-970 - Ying Gu, Søren M. Rasmussen, Jesper Mølgaard, Camilla Haahr-Raunkjær, Christian S. Meyhoff, Eske Kvanner Aasvang, Helge B. D. Sørensen:
Prediction of severe adverse event from vital signs for post-operative patients. 971-974 - Yuhan Chen, Michael D. Wilkins, Jeffrey Barahona, Alan J. Rosenbaum, Michael A. Daniele, Edgar J. Lobaton:
Toward Automated Analysis of Fetal Phonocardiograms: Comparing Heartbeat Detection from Fetal Doppler and Digital Stethoscope Signals. 975-979 - Varun Mandalapu, Joseph M. Hart, John C. Lach, Jiaqi Gong:
Rehabilitation Tracking of Athletes Post Anterior Cruciate Ligament Reconstruction (ACL-R) Surgery Through Causal Analysis of Gait Data & Computational Modeling. 980-984 - Gregorio Dotti, Marco Ghislieri, Samanta Rosati, Valentina Agostini, Marco Knaflitz, Gabriella Balestra:
The Effect of Number of Gait Cycles on Principal Activation Extraction. 985-988 - Edoardo Maria Polo, Maximiliano Mollura, Marta Lenatti, Marco Zanet, Alessia Paglialonga, Riccardo Barbieri:
Emotion recognition from multimodal physiological measurements based on an interpretable feature selection method. 989-992 - Xuanteng Yan, Georgios D. Mitsis, Marie-Hélène Boudrias:
Identification of Beta Oscillatory Patterns During a Hand Grip Motor Task: A Comparative Analysis pre- and post-Exercise. 993-996 - Mahsa Aghaeeaval, Nathaniel Bendahan, Zaitoon Shivji, Carter McInnis, Amoon Jamzad, Lysa Boisse Lomax, Garima Shukla, Parvin Mousavi, Gavin P. Winston:
Prediction of patient survival following postanoxic coma using EEG data and clinical features. 997-1000 - Wenwen He, Yalan Ye, Yunxia Li, Tongjie Pan, Li Lu:
Online Cross-subject Emotion Recognition from ECG via Unsupervised Domain Adaptation. 1001-1005 - Carlos Emiliano Solórzano-Espíndola, Erik Zamora, Humberto Sossa:
Multi-subject classification of Motor Imagery EEG signals using transfer learning in neural networks. 1006-1009 - Minoo Ashoori, Eugene M. Dempsey, Fiona B. McDonald, John M. O'Toole:
Sparse-Denoising Methods for Extracting Desaturation Transients in Cerebral Oxygenation Signals of Preterm Infants. 1010-1013 - Anil Kamat, Basiel Makled, Jack Norfleet, Xavier Intes, Anirban Dutta, Suvranu De:
Brain network effects related to physical and virtual surgical training revealed by Granger causality. 1014-1017 - Giulia Rocco, Jérôme Lebrun, Olivier Meste, Marie-Noële Magnie-Mauro:
A Chiral fNIRS Spotlight on Cerebellar Activation in a Finger Tapping Task. 1018-1021 - Giulia Rocco, Hervé Rix, Jérôme Lebrun, Sophie Guetat, Lucile Chanquoy, Olivier Meste, Marie-Noële Magnie-Mauro:
Single-Trial Detection of Event-Related Potentials with Integral Shape Averaging: An Application to the Elusive N400. 1022-1025 - Paul Leamy, Ted Burke, Dan Barry, David Dorran:
Audio-based cough counting using independent subspace analysis. 1026-1030 - Weinan Wang, Pedram Mohseni, Kevin L. Kilgore, Laleh Najafizadeh:
Cuff-Less Blood Pressure Estimation via Small Convolutional Neural Networks. 1031-1034 - Moxin Duan, Lingling Wang, Xiaoya Liu, Fangyue Su, Li An, Shuang Liu:
Abnormal brain activity in fronto-central regions in mental disorders with suicide: An EEG Study. 1035-1038 - Dung Truong, Michael P. Milham, Scott Makeig, Arnaud Delorme:
Deep Convolutional Neural Network Applied to Electroencephalography: Raw Data vs Spectral Features. 1039-1042 - Sajila D. Wickramaratne, Md Shaad Mahmud:
LSTM based GAN Networks for Enhancing Ternary Task Classification Using fNIRS Data. 1043-1046 - Xingchen Ran, Yiwei Zhang, Chenye Shen, Blaise Yvert, Weidong Chen, Shaomin Zhang:
Dimensionality Reduction of Local Field Potential Features with Convolution Neural Network in Neural Decoding: A Pilot Study. 1047-1050 - Zhangsihao Yang, Jianfeng Wu, Paul M. Thompson, Yalin Wang:
Deep Learning on SDF for Classifying Brain Biomarkers. 1051-1054 - Anan Yaghmour, Md. Rafiul Amin, Rose T. Faghih:
Decoding a Music-Modulated Cognitive Arousal State using Electrodermal Activity and Functional Near-infrared Spectroscopy Measurements. 1055-1060 - Andac Demir, Toshiaki Koike-Akino, Ye Wang, Masaki Haruna, Deniz Erdogmus:
EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals. 1061-1067 - Leandro Mateus Giacomini Rocha, Guilherme Paim, Dwaipayan Biswas, Sergio Bampi, Francky Catthoor, Chris Van Hoof, Nick Van Helleputte:
LSTM-only Model for Low-complexity HR Estimation from Wrist PPG. 1068-1071 - Begum Kasap, Kourosh Vali, Weitai Qian, Wai Ho Chak, Ata Vafi, Naoki Saito, Soheil Ghiasi:
Multi-Detector Heart Rate Extraction Method for Transabdominal Fetal Pulse Oximetry*. 1072-1075 - Kecheng Shi, Rui Huang, Fengjun Mu, Zhinan Peng, Jie Yin, Hong Cheng:
Channel Synergy-based Human-Robot Interface for a Lower Limb Walking Assistance Exoskeleton. 1076-1081 - Emran Ali, Radhagayathri K. Udhayakumar, Maia Angelova, Chandan K. Karmakar:
Performance Analysis of Entropy Methods in Detecting Epileptic Seizure from Surface Electroencephalograms. 1082-1085 - Sarai Velazco, Delina Kambo, Kevin Yu, Anushka Saha, Emily Beckman, Nishant Mysore, Gert Cauwenberghs:
Modeling Gene Expression: Lac operon. 1086-1091 - Michael Briden, Narges Norouzi:
WaveFusion Squeeze-and-Excitation: Towards an Accurate and Explainable Deep Learning Framework in Neuroscience. 1092-1095 - Deniz Kocanaogullari, Xiaofei Huang, Jennifer Mak, Minmei Shih, Elizabeth Skidmore, George F. Wittenberg, Sarah Ostadabbas, Murat Akçakaya:
Fine-tuning and Personalization of EEG-based Neglect Detection in Stroke Patients. 1096-1099 - Kourosh Vali, Begum Kasap, Weitai Qian, Ata Vafi, Mahya Saffarpour, Soheil Ghiasi:
Estimation of Fetal Blood Oxygen Saturation from Transabdominally Acquired Photoplethysmogram Waveforms*. 1100-1103 - Feryal A. Alskafi, Ahsan H. Khandoker, Herbert F. Jelinek:
A Comparative Study of Arousal and Valence Dimensional Variations for Emotion Recognition Using Peripheral Physiological Signals Acquired from Wearable Sensors*. 1104-1107 - Antonia K. Martínez-Reyna, Guadalupe Dorantes-Méndez, Bersain Alexander Reyes:
Analysis of Heart Rate Variability to Detect Changes Associated with Stress Using Cardiac Information Obtained via a Smartphone. 1108-1111 - Navaneethakrishna Makaram, S. R. Manuskandan:
Analysis of Heart Rate Variability in Normal and Diabetic ECG signals using Fragmentation Approach. 1112-1115 - Ming Li, Huan Gao, Yu Qi, Gang Pan:
A Brain Biometric-based Identification Approach Using Local Field Potentials. 1116-1119 - Fan Yang, Guijin Wang, Chuankai Luo, Zijian Ding:
Improving Automatic Detection of ECG Abnormality with Less Manual Annotations using Siamese Network. 1120-1123 - Søren M. Rasmussen, Malte E. K. Jensen, Christian S. Meyhoff, Eske Kvanner Aasvang, Helge B. D. Sørensen:
Semi-Supervised Analysis of the Electrocardiogram Using Deep Generative Models. 1124-1127 - Yalan Ye, Ziqi Liu, Ziwei Huang, Tongjie Pan, Zhengyi Wan:
End-to-End Versatile Human Activity Recognition with Activity Image Transfer Learning. 1128-1131 - Chuankai Luo, Guijin Wang, Zijian Ding, Hui Chen, Fan Yang:
Segment Origin Prediction: A Self-supervised Learning Method for Electrocardiogram Arrhythmia Classification. 1132-1135 - Carlos H. Mendoza-Cardenas, Austin J. Brockmeier:
Shift-invariant waveform learning on epileptic ECoG. 1136-1139 - Yalan Ye, Xin Zhu, Yunxia Li, Tongjie Pan, Wenwen He:
Cross-subject EEG-based Emotion Recognition Using Adversarial Domain Adaption with Attention Mechanism. 1140-1144 - Yalan Ye, Guocheng Xiong, Zhengyi Wan, Tongjie Pan, Ziwei Huang:
PPG-based Biometric Identification: Discovering and Identifying a New User. 1145-1148 - Jayendhra Shiva, S. R. Manuskandan, M. Joseph, Navaneethakrishna Makaram, Periyamolapalayam Allimuthu Karthick:
Analysis of Facial Electromyography Signals Using Linear and Non-Linear Features for Human-Machine Interface. 1149-1152 - Jianzhong Chen, Ke Sun, Yi Sun, Xinxin Li:
Signal Quality Assessment of PPG Signals using STFT Time-Frequency Spectra and Deep Learning Approaches. 1153-1156 - Florian Wolling, Sudam Maduranga Wasala, Kristof Van Laerhoven:
Optimal Preprocessing of Raw Signals from Reflective Mode Photoplethysmography in Wearable Devices. 1157-1163 - Rui Cao, Seyed Amir Hossein Aqajari, Emad Kasaeyan Naeini, Amir M. Rahmani:
Objective Pain Assessment Using Wrist-based PPG Signals: A Respiratory Rate Based Method. 1164-1167 - Tieying Xu, Maria A. Lizarralde-Iragorri, Jean Roman, Emile Martincic, Valentine Brousse, Wassim El Nemer, Olivier Français, Bruno Le Pioufle:
Reusable Device for the Electrical Sensing of Red Blood Cells Rigidity Abnormalities, Based on A Reversible Microfluidic Assembly *. 1168-1171 - Yangchao Zhou, Meihang He, Xuexin Duan:
100% Single Cell Encapsulation via Acoustofluidic Printing Based on a Gigahertz Acoustic Resonator. 1172-1175 - Monica Liliana Mejía, Maria E. Moncada, Claudia Patricia Ossa-Orozco:
Poly (vinyl alcohol)/Silk Fibroin/Ag NPs composite nanofibers for bone tissue engineering. 1176-1180 - Kazutomo Baba, Andrey Mikhailov, Yoshiyuki Sankai:
Influence of the perfusion bioreactor on Stratified and Distributed approaches for multilayered tissue engineering on biodegradable scaffolds. 1181-1186 - Satomi Hirose, Jean-Paul Rieu, Christophe Anjard, Olivier Cochet-Escartin, Haruhisa Kikuchi, Kenichi Funamoto:
Aerotaxis and aerokinesis of Dictyostelium discoideum under hypoxic microenvironments. 1187-1190 - Wichayut Suttabongoch, Teeranoot Chanthasopeephan:
Effect of intermittent hydrostatic pressure on aging human chondrocyte cells. 1191-1196 - Omid Dadras-Toussi, Milad Khorrami, Mohammad Reza Abidian:
Femtosecond Laser 3D-printing of Conductive Microelectronics for Potential Biomedical Applications. 1197-1200 - Brandon K. Ashley, Umer Hassan:
Frequency-Time Domain (FTD) Impedance Data Analysis to Improve Accuracy of Microparticle Enumeration in a Microfluidic Electronic Counter. 1201-1204 - Kunlun Wu, Yue Sun, Zheng Gong, Xiaorong Ding, Yifan Chen:
Seeing is Sensing - External Observation of In Vivo Biological Gradient Field by Tracking Nanoswimmers. 1205-1208 - Mariana S. Flores-Jiménez, Rita Quetziquel Fuentes-Aguilar:
Bone Tissue Scaffolds Designed With A Porosity Gradient Based On Triply Periodic Minimal Surfaces Using A Parametric Approach. 1209-1212 - Ming Jiang, Daisuke Sakota, Ryo Kosaka, Wataru Hijikata:
Analysis of Plasma Skimming within a Hydrodynamic Bearing Gap for Designing Spiral Groove Bearings in Rotary Blood Pumps. 1213-1217 - Diana M. Osorio-Londoño, Gloria S. Sánchez-Morales, Gustavo García-García, Axayácatl Morales-Guadarrama, Roberto Olayo-González:
Pyrrole Plasma Polymer-Coated Fibrillar Scaffold Implant: Pilot Study in Rat Spinal Cord Transection with MRI. 1218-1221 - Philip M. Graybill, Rafael V. Davalos:
A Multiplexed Microfluidic Device to Measure Blood-Brain Barrier Disruption by Pulsed Electric Fields. 1222-1225 - SeyedSina Hosseini, Partha Sarati Das, Gabriel Gagnon-Turcotte, P. BL-George, Younès Messaddeq, Jacques Corbeil, Benoit Gosselin:
Optimization & Characterization of Interdigitated Electrodes for Microbial Growth Monitoring. 1226-1229 - Achintha Iroshan Kondarage, Buddhika Gayani, Gowsihan Poologasundarampillai, Amy Nommeots-Nomm, Peter D. Lee, Thilina Dulantha Lalitharatne, Nuwan D. Nanayakkara, Julian R. Jones, Angelo Karunaratne:
Detection and Tracking Volumes of Interest in 3D Printed Tissue Engineering Scaffolds using 4D Imaging Modalities. 1230-1233 - Dongjo Yoon, Jaejung Son, Je-Kyun Park, Yoonkey Nam:
Development of the micro-patterned 3D neuronal-hydrogel model using soft-lithography for study a 3D neural network on a microelectrode array*. 1234-1237 - Osman Sahin, Ali Kosar, Murat Kaya Yapici:
Modeling the Dielectrophoretic Separation of Red Blood Cells (RBCs) from B-Lymphocytes (B-Cells)*. 1238-1241 - Hugo F. Posada-Quintero, Bruce J. Derrick, Christopher Winstead-Derlega, Sara I. Gonzalez, M. Claire Ellis, John J. Freiberger, Ki H. Chon:
Time-varying Spectral Index of Electrodermal Activity to Predict Central Nervous System Oxygen Toxicity Symptoms in Divers: Preliminary results. 1242-1245 - Bryan D. Chiles, Max H. Nerheim, Ryan C. Markle, Michael A. Brave, Dorin Panescu, Mark W. Kroll:
Estimation of Physiological Impedance from Neuromuscular Pulse Data. 1246-1251 - Bryan D. Chiles, Max H. Nerheim, Ryan C. Markle, Michael A. Brave, Dorin Panescu, Mark W. Kroll:
Detection of Arcing and High Impedance with Electrical Weapons. 1252-1256 - Mark W. Kroll, Dorin Panescu, Peter E. Perkins, Reinhard Hirtler, Michael Koch, Christopher J. Andrews:
Ventricular Fibrillation Threshold vs Alternating Current Shock Duration. 1257-1263 - Mark W. Kroll, Peter E. Perkins, Bryan D. Chiles, Hugh Pratt, Klaus K. Witte, Richard M. Luceri, Michael A. Brave, Dorin Panescu:
Output of Electronic Muscle Stimulators: Physical Therapy and Police Models Compared. 1264-1268 - Ali Mohebbi, Anna-Katharina Böhm, Jens Magelund Tarp, Morten Lind Jensen, Henrik Bengtsson, Morten Mørup:
Early Glycemic Control Assessment Based on Consensus CGM Metrics*. 1269-1275 - Rui You, Xing Fu, Xuexin Duan:
Acoustofluidic Based Wireless Micropump for Portable Drug Delivery Applications*. 1276-1279 - Luca Rosalia, Kimberly K. Lamberti, Madison K. Landry, Cécile M. Leclerc, Franklin D. Shuler, Nevan C. Hanumara, Ellen T. Roche:
A Soft Robotic Sleeve for Compression Therapy of the Lower Limb. 1280-1283 - Md Mahfuzur Rahman, Hannah Twiddy, Leryn Reynolds, Zhili Hao:
Measurement of Post-Exercise Response of Local Arterial Parameters Using an Adjustable Microfluidic Tactile Sensor*. 1284-1287 - Freddy del Angel-Arrieta, Michelle Rojas Cisneros, Jesús Joel Rivas, Luis R. Castrejon, Luis Enrique Sucar, Javier Andreu-Perez, Felipe Orihuela-Espina:
Characterization of a Raspberry Pi as the Core for a Low-cost Multimodal EEG-fNIRS Platform. 1288-1291 - María Roldán, Subhasri Chatterjee, Panayiotis A. Kyriacou:
Brain Light-Tissue Interaction Modelling: Towards a non-invasive sensor for Traumatic Brain Injury. 1292-1296 - Fabian Braun, Guillaume Bonnier, Patrick Theurillat, Martin Proença, Yara-Maria Proust, Florent Baty, Maximilian Boesch, Simon Annaheim, Martin H. Brutsche, Damien Ferrario, Mathieu Lemay:
Influence of Measurement Location on Reflectance Pulse Oximetry in Sleep Apnea Patients: Wrist vs. Upper Arm. 1297-1300 - Mohammad Daneshzand, Sergey N. Makarov, Lucia I. Navarro de Lara, Aapo Nummenmaa:
Fast Individualized High-resolution Electric Field Modeling for Computational TMS Neuronavigation. 1301-1304 - Luisa Euler, Robin Juthberg, Johanna Flodin, Li Guo, Paul W. Ackermann, Nils-Krister Persson:
Textile Electrodes: Influence of Electrode Construction and Pressure on Stimulation Performance in Neuromuscular Electrical Stimulation (NMES). 1305-1308 - Ron Nachum, Kyle L. Jackson, Zoran Duric, Lynn Gerber:
A Novel Computer Vision Approach to Kinematic Analysis of Handwriting with Implications for Assessing Neurodegenerative Diseases. 1309-1313 - Gertjan Maenhout, Tomislav Markovic, Bart Nauwelaers:
Non-Invasive Microwave Hyperthermia and Simultaneous Temperature Monitoring with a Single Theranostic Applicator*. 1314-1317 - Federica Porta, Courtney Celian, James L. Patton:
Upper Extremity Functional Rehabilitation for Stroke Survivors Using Error-Augmented Visual Feedback: Interim Results. 1318-1324 - Mary K. McIntosh, Ron Levy:
The Dostoyevsky effect: epileptogenesis and memory enhancement after kindling stimulation in the primate basolateral amygdala. 1325-1329 - Francis Chikweto, Takeshi Okuyama, Mami Tanaka:
Development of a tendon driven robotic probe for prostate palpation. 1330-1335 - Alexander Frank, Bart Kootte, Thorsten Göttsche, Peter Jutte, Jean Schleipen, Vincent Henneken, Martin van der Mark, Eckardt Bihler, Paul Dijkstra, Jens Anders, Joachim N. Burghartz:
A 96-Channel Electrophysiology Catheter with Integrated Read-Out ASIC and Optical Link. 1336-1340 - Francieli Vanessa Gimenez, Wagner L. Ripka, Marcelo Maldaner, Adriana M. W. Stadnik:
Stabilometric Analysis of Parkinson's Disease Patients. 1341-1344 - N. Hiram Castro-Orozco, Fernanda Piña-Quintero, Martha R. Ortiz-Posadas:
A Method to Identify New Needs for Medical Equipment. 1345-1348 - Mathilde Lubin, Rémi Gerbelot, R. Prada, Jean Porcherot, Stéphane Bonnet:
Evaluation of a dual-PPG system for pulse transit time monitoring. 1349-1352 - Robyn Larracy, Angkoon Phinyomark, Erik J. Scheme:
Data Pre-Processing of Infrared Spectral Breathprints for Lung Cancer Detection. 1353-1357 - Tom Berfelo, Imre P. Krabbenbos, Boudewijn van den Berg, Silvano R. Gefferie, Jan Reinoud Buitenweg:
Exploring Nociceptive Detection Thresholds Combined with Evoked Potentials in Patients with Diabetes Mellitus. 1358-1361 - Tomás Villanueva Jousset, Gerardo Ames-Lastra, Alberto Concu, Antonio Héctor Dell'Osa:
Iterative method to obtain semi-circle variables from bioimpedance measurements for Cole's Modeling. 1362-1365 - Alexander Thesleff, Bahareh Ahkami, Jenna Anderson, Kerstin Hagberg, Max Ortiz-Catalan:
Design of a stepwise safety protocol for lower limb prosthetic risk management in a clinical investigation. 1362-1365 - Peter Jackson, Richard A. Simon, Cristian A. Linte:
Integrating Real-time Video View with Pre-operative Models for Image-guided Renal Navigation: An in vitro Evaluation Study. 1366-1371 - Rubén Buendía, Jesper Havsol, Viktor Lundberg, Kevin Sooben, Magnus Jörnten-Karlsson, Elisabeth Nyman, Faisal M. Khan, Glynn Dennis:
Analysis of Use and Outcomes of the Balance Digital Disease Management Tool for Patients with Type 2 Diabetes. 1372-1375 - Kamui Ono, Reimei Koike, Yutaka Miyazaki, Mariko Masujima, Keiko Ogawa-Ochiai, Norimichi Tsumura:
A Circumference-Measurement Method Using a Model of a Leg and a 3D Camera. 1376-1379 - Roberto Visentin, Mattia De Lazzari:
A Novel Method for Generation of In Silico Subjects with Type 2 Diabetes. 1380-1383 - Ivan Danilovich, Vyacheslav Moshkin, Alexander Reimche, Mikhail Tevelevich, Nikolay Mikhaylovskiy:
Video monitoring over anti-decubitus protocol execution with a deep neural network to prevent pressure ulcer. 1384-1387 - Ahalya B. Lettenberger, Barathwaj Murali, Peter Legeza, Michael D. Byrne, Alan B. Lumsden, Marcia K. O'Malley:
Comparing Manual and Robotic-Assisted Carotid Artery Stenting Using Motion-Based Performance Metrics. 1388-1391 - Kofi Odame, Graham Atkins, Maria T. Nyamukuru, Katherine Fearon:
Inferring COPD Severity from Tidal Breathing. 1392-1398 - Bernardo Flores-Ramírez, Julián Oreggioni, Fernando Ángeles-Medina, Marcelo Kreiner, Nicolas Pacheco-Guerrero, Julio Morales-González, Ignacio Fernández, Ernesto Suaste-Gómez:
Bruxist Activity Monitor System (BAMS): An instrumental approach tool in the assessment of Bruxism. 1399-1402 - Zhengfeng Lai, Pranjali Vadlaputi, Daniel J. Tancredi, Meena Garg, Robert I. Koppel, Mera Goodman, Whitnee Hogan, Nicole Cresalia, Stephan Juergensen, Erlinda Manalo, Satyan Lakshminrusimha, Chen-Nee Chuah, Heather Siefkes:
Enhanced Critical Congenital Cardiac Disease Screening by Combining Interpretable Machine Learning Algorithms. 1403-1406 - Victor M. Vergara, Farshad Rafiei, Martijn E. Wokke, Hakwan Lau, Dobromir Rahnev, Vince D. Calhoun:
Evidence for Transcranial Magnetic Stimulation Induced Functional Connectivity Oscillations in the Brain. 1407-1411 - Hannah Lee, Jared Culpepper, Ali Farshkaran, Barry McDermott, Emily Porter:
Impact of Local Electrodes on Brain Stroke Type Differentiation using Electrical Impedance Tomography. 1412-1415 - Victoria Ashley Lang, Jan Zbinden, Johan Wessberg, Max Ortiz-Catalan:
Hand Temperature Is Not Consistent With Illusory Strength During the Rubber Hand Illusion. 1416-1418 - Maik Ehses, Karen Meyer zu Hartlage, Thomas Gerlach, Josef Joaquin Löning Caballero, Daniel L. Reimert, Enrico Pannicke, Marcel Gutberlet, Frank K. Wacker, Oliver Speck, Bennet Hensen, Ralf Vick:
3D-Printed Floating Cable Traps for MRI guided Microwave Ablation. 1419-1422 - Chao Chen, Caiyun Ma, Yantao Xing, Zinan Li, Hongxiang Gao, Xiangyu Zhang, Chenxi Yang, Chengyu Liu, Jianqin Li:
An atrial fibrillation detection system based on machine learning algorithm with mix-domain features and hardware acceleration *. 1423-1426 - Niels Jansen, Ruben Dollen, Boudewijn van den Berg, Tom Berfelo, Imre P. Krabbenbos, Jan Reinoud Buitenweg:
Combined Evaluation of Nociceptive Detection Thresholds and Evoked Potentials during Conditioned Pain Modulation: A Feasibility Study. 1427-1430 - Laura Morchi, Martina Gini, Andrea Mariani, Niccolò Pagliarani, Andrea Cafarelli, Selene Tognarelli, Arianna Menciassi:
A Reusable Thermochromic Phantom for Testing High Intensity Focused Ultrasound Technologies. 1431-1434 - Nunzio Camerlingo, Martina Vettoretti, Giovanni Sparacino, Andrea Facchinetti, Julia K. Mader, Pratik Choudhary, Simone Del Favero:
A Mathematical Formula to Determine the Minimum Continuous Glucose Monitoring Duration to Assess Time-in-ranges: Sensitivity Analysis Over the Parameters. 1435-1438 - Bodo Gambal, Enrico Pannicke, Mathias Magdowski, Bennet Hensen, Frank K. Wacker, Ralf Vick:
Design and Implementation of a Test Procedure for the Evaluation of Interference Coupling in Magnetic Resonance Imaging. 1439-1443 - Asim Hossain Gazi, Srirakshaa Sundararaj, Anna B. Harrison, Nil Z. Gurel, Matthew T. Wittbrodt, Mhmtjamil Alkhalaf, Majd Soudan, Oleksiy Levantsevych, Ammer Haffar, Amit J. Shah, Viola Vaccarino, J. Douglas Bremner, Omer T. Inan:
Transcutaneous Cervical Vagus Nerve Stimulation Inhibits the Reciprocal of the Pulse Transit Time's Responses to Traumatic Stress in Posttraumatic Stress Disorder*. 1444-1447 - Xinyu Dai, Zhecheng Yang, Zhihua Wang, Baojun Mai, Binjie Zhu, Hong Chen:
A Portable Pressure and Force Line Trajectory Measuring System for Unicondylar Knee Arthroplasty*. 1448-1451 - Ryohei Saito, Iori Ikeda, Koki Izumi, Ryosuke Tsumura, Hiroyasu Iwata:
Robotic Cytology using Extra-Fine Needles : -Proposal of Puncture Control Strategy for Increasing Collection Amount-. 1452-1456 - Joris Hubmann, Thomas Gerlach, Enrico Pannicke, Bennet Hensen, Frank K. Wacker, Oliver Speck, Ralf Vick:
Design of a System for Magnetic-Resonance-Guided Irreversible Electroporation. 1457-1461 - Mark W. Kroll, David A. S. Hisey, Christopher J. Andrews, Peter E. Perkins, Dorin Panescu:
Humidity and Ventricular Fibrillation: When Wet Welding can be Fatal. 1462-1467 - Camila Gabriela Grassmann, Jose Carlos Pereira Coninck, Wagner L. Ripka, Leandra Ulbricht:
Thermal Evaluation to Identify Nodules Using Semivariogram Curves *. 1468-1471 - Wiktoria Staszak, Jonas Chromik, Katarina Braune, Bert Arnrich:
Impact of Custom Features of Do-it-yourself Artificial Pancreas Systems (DIYAPS) on Glycemic Outcomes of People with Type 1 Diabetes. 1472-1475 - Rahul Dasharath Gavas, Kartik Muralidharan, Ramesh Kumar Ramakrishnan, Ramesh Balaji, Harish Kumar, Srinivasa Raghavan Venkatachari:
A trial study of using DSST to evaluate cognitive impairment in older adults. 1476-1479 - Ronak Doshi, Arvind Ram Sankar, Krishna Nagaraj, Vikas Vazhayil, Chandana Nagaraj, Madhav Rao:
EEG Driven Autonomous Injection System For An Epileptic Neuroimaging Application. 1480-1486 - Solmaz Rastegar, Hamid Gholamhosseini, Andrew Lowe, Maria Lindén:
Continuous Blood Pressure Estimation From Non-Invasive Measurements Using Support Vector Regression. 1487-1490 - Stefania Bertora, Stefano Scillieri, Mauro Giacomini, Gabriella Paoli, Laura Paleari:
Molecular tests for SARS-CoV-2: data from Liguria Region (Italy). 1491-1494 - Matthew Savage, Recep Avci, Zahra Aghababaie, Ashton Matthee, Faraz Chamani, Punit Prakash, Leo K. Cheng, Timothy R. Angeli-Gordon:
A computational model of radiofrequency ablation in the stomach, an emerging therapy for gastric dysrhythmias. 1495-1498 - Mads Wikmark Formo, Øyvind Stavdahl, Anders Lyngvi Fougner:
Modelling and simulation of occlusions in insulin pumps*. 1499-1503 - Oluwaponmile F. Afuwape, Winnie M. Kiarie, Sarah A. Bentil, David C. Jiles:
Mechanical Analysis of the Quadruple Butterfly Coil during Transcranial Magnetic Stimulation and Magnetic Resonance Imaging*. 1504-1507 - Rita Correia, Daniel Agostinho, Isabel Catarina Duarte, Daniela Sousa, Ana Pina Rodrigues, Miguel Castelo-Branco, Marco Simões:
Assessing Arousal Through Multimodal Biosignals: A Preliminary Approach. 1508-1511 - Elisabeth Klint, Stina Mauritzon, Bengt Ragnemalm, Johan Richter, Karin Wårdell:
FluoRa - a System for Combined Fluorescence and Microcirculation Measurements in Brain Tumor Surgery. 1512-1515 - Enrico Pannicke, Oliver Speck, Ralf Vick:
Distributed Capacitors for MR-Receive-Coils: Theory and Method. 1516-1521 - Enrico Pannicke, Oliver Speck, Ralf Vick:
Analytical Model of a "Split-Coil" for Implementation of novel Type of Receive Coil in Magnetic Resonance Imaging. 1522-1526 - Ran Guo, Jianfeng Zheng, Meiqi Xia, Guangqiang Jiang, Devashish Shrivastava, Wolfgang Kainz, Ji Chen:
Evaluation of the RF-induced lead-tip heating of AIMDs using a Volume-Weighed Tissue-Cluster Model for 1.5T MRI. 1527-1530 - Esteban J. Pino, Francisca Pucheu, Fabián Alvarado, Britam Gómez, Marta De Diego, Sigrid Mennickent, Claudio Aguayo, Carlos Peña, Andrés Rodríguez:
Carbamazepine Biosensor Development for Epilepsy Patient Screening. 1531-1534 - Oluwaponmile F. Afuwape, Jenna Runge, Sarah A. Bentil, David C. Jiles:
Comparison of Coil Designs for Transcranial Magnetic Stimulation of a Pig Model. 1535-1538 - Natalie Beitel-White, Kenneth N. Aycock, Navid Manuchehrabadi, Yajun Zhao, Khan Mohammad Imran, Sheryl Coutermarsh-Ott, Irving C. Allen, Melvin F. Lorenzo, Rafael V. Davalos:
Properties of tissue within prostate tumors and treatment planning implications for ablation therapies. 1539-1542 - Jenny L. Diaz C., Eda Cengiz, Marc D. Breton, Chiara Fabris:
Modeling the variability of insulin sensitivity during the menstrual cycle in women with type 1 diabetes to adjust open-loop insulin therapy. 1543-1546 - Thomas Janes, Seth Petrosky, Troy Buhr, Aydin I. Karsilayan, Jose Silva-Martinez, David Genzer, Vighnesh Das, Larry J. Stotts:
Thermoelectric Energy Harvesting for Implantable Medical Devices. 1547-1550 - Zhijie Charles Chen, Ashlyn Gary, Vivek Gupta, Gerald Grant, Richard E. Fan:
Optimization of a Thermal Flow Meter for Failure Management of the Shunt in Pediatric Hydrocephalus Patients*. 1551-1556 - Daniela Gómez-Alzate, Sandra Pérez-Buitrago, Mauricio Córdova, Manuel Bornas, Benjamín Castañeda:
Quality characteristics of the Masi Peruvian mechanical ventilator manufacturing process*. 1557-1561 - Rafaela Simoes-Torigoe, Po-Han Chen, Yu M. Li, Matthew Kohanfars, Karcher Morris, Casey W. Williamson, Milan Makale, Jyoti Mayadev, Frank E. Talke:
Design and Validation of an Automated Dilator Prototype for the Treatment of Radiation Induced Vaginal Injury. 1562-1565 - Nathaniel Pinkes, Zachary Fagiani, Ethan Wong, Holly B. Jimison, Misha Pavel, Mathew Yarossi, Eugene Tunik:
Investigating a classical neuropsychological test in a real world context. 1566-1569 - Quintana AK, Granados MP, Cornejo JM:
Calibrated Ling Sounds Test for Cochlear Implant fitting in children. 1570-1572 - Yasuyuki Shiraishi, Akihiro Yamada, Genta Sahara, Tomoyuki Yambe, Kengo Kato, Jun Ohta, Yukio Katori, Dai Homma:
Design of an Artificial Tongue Driven by Shape Memory Alloy Fibers. 1573-1576 - Chaitanya Goswami, Pulkit Grover:
HingePlace: Focused transcranial electrical current stimulation that allows subthreshold fields outside the stimulation target. 1577-1583 - Yishai Valter, Syed Shahabuddin, Neil J. McDonald, Brooke Roberts, Walid Soussou, Chris Thomas, Abhishek Datta:
Feasibility of Direct Current stimulation through hair using a dry electrode: potential for transcranial Direct Current Stimulation (tDCS) application*. 1584-1587 - Victor Ticllacuri, Renato Mio:
Design and Simulation of a Soft Robotic Device for Muscle Rehabilitation and Blood Flow Stimulation Therapy. 1588-1592 - Shin-Nosuke Saito, Sho Otsuka, Satoki Zenbutsu, Soshi Hori, Michitaka Honda, Seiji Nakagawa:
Generation mechanisms of bowel sounds by simultaneous measurements of X-ray fluoroscopy and bowel sounds. 1593-1596 - Ruoyu Shen:
Sentiment on Dissemination about COVID-19 of Mainstream Media Around the World: What Information are They Delivering? 1597-1600 - Xinyu Ivy Zhang, Prahlad G. Menon:
Length of Stay in the Neonatal ICU is Predictable using Heart Rate: An Opportunity for Optimizing Managed Care. 1601-1604 - Serj Haddad, Assim Boukhayma, Antonino Caizzone:
PPG-Based Respiratory Rate Monitoring Using Hybrid Vote-Aggregate Fusion Technique. 1605-1608 - Serj Haddad, Assim Boukhayma, Gilles Di Pietrantonio, Anthony Barison, Gilles de Preux, Antonino Caizzone:
Photoplethysmography Based Blood Pressure Monitoring Using the Senbiosys Ring. 1609-1612 - Shang Zhao, Xiaoke Zhang, Fang Jin, James K. Hahn:
An Auxiliary Tasks Based Framework for Automated Medical Skill Assessment with Limited Data. 1613-1617 - Donald C. Wunsch, Daniel B. Hier:
Subsumption reduces dataset dimensionality without decreasing performance of a machine learning classifier. 1618-1621 - Dongmei Zhi, Vince D. Calhoun, Chuanyue Wang, Xianbin Li, Xiaohong Ma, Luxian Lv, Weizheng Yan, Dongren Yao, Shile Qi, Rongtao Jiang, Jianlong Zhao, Xiao Yang, Zheng Lin, Yujin Zhang, Young Chul Chung, Chuanjun Zhuo, Jing Sui:
BNCPL: Brain-Network-based Convolutional Prototype Learning for Discriminating Depressive Disorders. 1622-1626 - Sage J. Betko, Rishabh S. Shetty, Jeffrey J. Morgan, Prahlad G. Menon:
Modeling Cases and Deaths per Million using Daily-Aggregated Facebook COVID-19 Symptom Survey Data. 1627-1630 - Brian Stasak, Zhaocheng Huang, Julien Epps, Dale Joachim:
Depression Classification Using n-Gram Speech Errors from Manual and Automatic Stroop Color Test Transcripts. 1631-1635 - Mohammad S. Eslampanah Sendi, David H. Salat, Vince D. Calhoun:
Brain age gap difference between healthy and mild dementia subjects: Functional network connectivity analysis. 1636-1639 - Mohammad S. Eslampanah Sendi, Elaheh Zendehrouh, Jessica A. Turner, Vince D. Calhoun:
Dynamic patterns within the default mode network in schizophrenia subgroups. 1640-1643 - Mathilde Marie Duville, Luz María Alonso-Valerdi, David Ibarra-Zarate:
The Mexican Emotional Speech Database (MESD): elaboration and assessment based on machine learning*. 1644-1647 - Shubham Kumar, Chen Du, Sarah Graham, Truong Nguyen:
Using Machine Learning to Predict Frailty from Cognitive Assessments. 1648-1652 - Neftali Watkinson, Tony Givargis, Victor Joe, Alexandru Nicolau, Alexander V. Veidenbaum:
Class-Modeling of Septic Shock With Hyperdimensional Computing. 1653-1659 - Chenzhao Feng, Tianyu Xiang, Zixuan Yi, Lingzhe Zhao, Sisi He, Kunming Tian:
An Ensemble Model for Tumor Type Identification and Cancer Origins Classification. 1660-1665 - Vasileios C. Pezoulas, Fanis G. Kalatzis, Themis P. Exarchos, Luke Chatzis, Saviana Gandolfo, Andreas Goules, Salvatore de Vita, Athanasios G. Tzioufas, Dimitrios I. Fotiadis:
A federated AI strategy for the classification of patients with Mucosa Associated Lymphoma Tissue (MALT) lymphoma across multiple harmonized cohorts. 1666-1669 - Vasileios C. Pezoulas, Themis P. Exarchos, Athanasios G. Tzioufas, Dimitrios I. Fotiadis:
Multiple additive regression trees with hybrid loss for classification tasks across heterogeneous clinical data in distributed environments: a case study. 1670-1673 - Vasileios C. Pezoulas, Grigorios I. Grigoriadis, Nikolaos S. Tachos, Fausto Barlocco, Iacopo Olivotto, Dimitrios I. Fotiadis:
Variational Gaussian Mixture Models with robust Dirichlet concentration priors for virtual population generation in hypertrophic cardiomyopathy: a comparison study. 1674-1677 - Binh P. Nguyen, Michael Nigro, Alice Rueda, Sharadha Kolappan, Venkat Bhat, Sridhar Krishnan:
Feature Analysis and Hierarchical Classification of Anxiety Severity during early COVID-19. 1678-1681 - Charalambos Chrysostomou, Floris Alexandrou, Mihalis A. Nicolaou, Huseyin Seker:
Classification of Influenza Hemagglutinin Protein Sequences using Convolutional Neural Networks. 1682-1685 - Serj Haddad, Assim Boukhayma, Antonino Caizzone:
Ear and Finger PPG Wearables for Night and Day Beat-to-Beat Interval Detection. 1686-1689 - Haidong Gu, Chun-An Chou:
Detecting Epileptic Seizures via Non-Uniform Multivariate Embedding of EEG Signals. 1690-1693 - Danqi Hong, Xingxian Huang, Yingshan Shen, Haibo Yu, Xiaomao Fan, Gansen Zhao, Wenbin Lei, Haoyu Luo:
EEG-based Major Depressive Disorder Detection Using Data Mining Techniques. 1694-1697 - Dimitrios Pleouras, Georgia S. Karanasiou, Vasileios S. Loukas, Arsen Semertzioglou, Anargyros Moulas, Dimitrios I. Fotiadis:
Investigation of the drug release time from the biodegrading coating of an everolimus eluting stent. 1698-1701 - Arjun Shenoy A. V, Michael A. Lones, Stephen L. Smith, Marta Vallejo:
Evaluation of Recurrent Neural Network Models for Parkinson's Disease Classification Using Drawing Data. 1702-1706 - Bernardo Ramos, Tânia Pereira, João Moranguinho, Joana Morgado, José Luís Costa, Hélder P. Oliveira:
An Interpretable Approach for Lung Cancer Prediction and Subtype Classification using Gene Expression. 1707-1710 - Shreya Sharma, Srikanth Ragothaman, Abhishek Vahadane, Devraj Mandal, Shantanu Majumdar:
Spatial-context-aware RNA-sequence prediction from head and neck cancer histopathology images. 1711-1714 - Parag Chatterjee, Josemaría Menéndez, Ofelia Noceti, Solange Gerona, Melina Toribio, Leandro J. Cymberknop, Ricardo L. Armentano:
Predictive Cardiometabolic Risk Profiling of Patients Using Vascular Age in Liver Transplantation. 1715-1718 - Zahra Shakeri Hossein Abad, Joon Lee:
Detecting Uncertainty of Mortality Prediction Using Confident Learning. 1719-1722 - Jason Wong, Solvin Sigurdson, Marek Z. Reformat, Edmond Lou:
Centroid-based Distance Loss Function for Lamina Segmentation in 3D Ultrasound Spine Volumes. 1723-1726 - Kevin Yao, Kelvin K. Wong, Xiaohui Yu, John Volpi, Stephen T. C. Wong:
An Intelligent Augmented Lifelike Avatar App for Virtual Physical Examination of Suspected Strokes. 1727-1730 - Mincai Lai, Guangyao Chen, Haochen Yang, Jingkang Yang, Zhihao Jiang, Min Wu, Jie Zheng:
Predicting Synthetic Lethality in Human Cancers via Multi-Graph Ensemble Neural Network. 1731-1734 - Nicolai Spicher, Arne Klingenberg, Valentin Purrucker, Thomas M. Deserno:
Edge computing in 5G cellular networks for real-time analysis of electrocardiography recorded with wearable textile sensors. 1735-1739 - Fotis Konstantakopoulos, Eleni I. Georga, Dimitrios I. Fotiadis:
Mediterranean Food Image Recognition Using Deep Convolutional Networks. 1740-1743 - Wenjin Wang, Luc Vosters, Albertus C. den Brinker:
Modified Camera Setups for Day-and-Night Pulse-rate Monitoring. 1744-1748 - Georgios A. Klados, Konstantinos Politof, Ekaterini S. Bei, Konstantia Moirogiorgou, Nikolaos Anousakis-Vlachochristou, George K. Matsopoulos, Michalis E. Zervakis:
Machine Learning Model for Predicting CVD Risk on NHANES Data. 1749-1752 - Eugenia Mylona, Konstantina Kourou, Georgios C. Manikis, Haridimos Kondylakis, Kostas Marias, Evangelos Karademas, Paula Poikonen-Saksela, Ketti Mazzocco, Chiara Marzorati, Ruth Pat-Horenczyk, Ilan Roziner, Berta Sousa, Albino J. Oliveira-Maia, Panagiotis G. Simos, Dimitrios I. Fotiadis:
Prediction of Poor Mental Health Following Breast Cancer Diagnosis Using Random Forests1. 1753-1756 - Theofilos G. Papadopoulos, Daphni Plati, Evanthia E. Tripoliti, Yorgos Goletsis, Katerina K. Naka, Aidonis Rammos, Aris Bechlioulis, Chris Watson, Kenneth McDonald, Mark Ledwidge, Rebabonye Pharithi, Joseph Gallagher, Dimitrios I. Fotiadis:
Heart Failure diagnosis based on deep learning techniques. 1757-1760 - Yu-Han Lai, Hung-Ming Chi, Po-Hsun Huang, Tzu-Chien Hsiao:
Classification of the risk of internet gaming disorder by flow short scale and cardiovascular response. 1761-1764 - Aurélien de Turenne, Jérôme Szewczyk, François Eugène, Anthony Le Bras, Raphaël Blanc, Pascal Haigron:
Statistical shape model of vessel centerline for endovascular paths comparison in mechanical thrombectomy. 1765-1769 - Sima Azizi, Daniel B. Hier, Donald C. Wunsch:
Schizophrenia Classification Using Resting State EEG Functional Connectivity: Source Level Outperforms Sensor Level. 1770-1773 - Nicholas Budzban, Katherine Silverio, John Matta:
Estimating the Number of HIV+ Latino MSM Using RDS, SS-PSE, and the Census. 1774-1780 - Derek Lopez, Bhuvaneshwar Mohan, Lyric Boone, John Matta:
Preserving Multiple Homophilies in a Network Configuration Model. 1781-1786 - Skylar J. Brooks, Catherine Stamoulis:
A Novel Mobile Phone App for Optimizing Dynamic Discrete Data Collection in Pediatric Epilepsy Studies. 1787-1790 - Nicolai Spicher, Michael Schweins, Lennart Thielecke, Thomas Kürner, Thomas M. Deserno:
Feasibility Analysis of Fifth-generation (5G) Mobile Networks for Transmission of Medical Imaging Data. 1791-1795 - Sebastian Zepf, Po-wen Kao, Jan-Peter Krämer, Philipp Scholl:
Breath-Triggered Haptic and Acoustic Guides to Support Effortless Calm Breathing. 1796-1800 - Youssef M. Abarca-Reyes, Lilia M. Toalongo-Rojas, Freddy L. Bueno-Palomeque:
Optimization of the Static Posture Evaluation Process Through Digital Processing of Photographic Images. 1801-1805 - Jonas Chromik, Bert Arnrich:
Optimal Deployment in Emergency Medicine with Genetic Algorithm Exemplified by Lifeguard Assignments*. 1806-1809 - Winston Zhang, Jonas Bianchi, Najla Al Turkestani, Celia Le, Romain Deleat-Besson, Antonio C. Ruellas, Lucia H. S. Cevidanes, Marilia Yatabe, João Roberto Gonçalves, Erika Benavides, Fabiana Soki, Juan Prieto, Beatriz Paniagua, Kayvan Najarian, Jonathan Gryak, Reza Soroushmehr:
Temporomandibular Joint Osteoarthritis Diagnosis Using Privileged Learning of Protein Markers. 1810-1813 - Yasmina Souley Dosso, Kim Greenwood, JoAnn Harrold, James R. Green:
Bottle-Feeding Intervention Detection in the NICU. 1814-1819 - Henrique Mohallem Paiva, Rubens Junqueira Magalhães Afonso, Davi Gonçalves Sanches, Frederico José Ribeiro Pelogia:
COVID-19 Trend Analysis in Mexican States and Cities. 1820-1823 - Juan Carlos Angeles Ceron, Leonardo Chang, Gilberto Ochoa Ruiz, Sharib Ali:
Assessing YOLACT++ for real time and robust instance segmentation of medical instruments in endoscopic procedures. 1824-1827 - Giulia Noaro, Giacomo Cappon, Giovanni Sparacino, Andrea Facchinetti:
An Ensemble Learning Algorithm Based on Dynamic Voting for Targeting the Optimal Insulin Dosage in Type 1 Diabetes Management. 1828-1831 - Giacomo Cappon, Emanuele Pighin, Francesco Prendin, Giovanni Sparacino, Andrea Facchinetti:
A Correction Insulin Bolus Delivery Strategy for Decision Support Systems in Type 1 Diabetes. 1832-1835 - Zhuohao Chen, Nikolaos Flemotomos, Victor Ardulov, Torrey A. Creed, Zac E. Imel, David C. Atkins, Shrikanth Narayanan:
Feature Fusion Strategies for End-to-End Evaluation of Cognitive Behavior Therapy Sessions. 1836-1839 - Shuo Liu, Adria Mallol-Ragolta, Björn W. Schuller:
COVID-19 Detection with a Novel Multi-Type Deep Fusion Method using Breathing and Coughing Information. 1840-1843 - Zihao Chen, Haijun Lei, Zhongwei Huang, Baiying Lei:
Latent Space Learning and Feature Learning using Multi-template for Multi-classification of Alzheimer's Disease. 1844-1847 - Salvatore Tedesco, Martina Andrulli, Markus Åkerlund Larsson, Daniel Kelly, Suzanne Timmons, Antti Alamäki, John Barton, Joan Condell, Brendan O'Flynn, Anna Nordström:
Investigation of the analysis of wearable data for cancer-specific mortality prediction in older adults. 1848-1851 - Jiacheng Zhang, George Alexandrou, Chris Toumazou, Melpomeni Kalofonou:
Automating the Design of Cancer Specific DNA Probes Using Computational Algorithms. 1852-1856 - Athanasios Kallipolitis, Michael Galliakis, Andreas Menychtas, Ilias Maglogiannis:
Speech Based Affective Analysis of Patients Embedded in Telemedicine Platforms. 1857-1860 - Jiadao Zou, Qingxue Zhang:
UbiEi-Edge: Human Big Data Decoding Using Deep Learning on Mobile Edge. 1861-1864 - Chadi El Hajj, Panayiotis A. Kyriacou:
Recurrent Neural Network Models for Blood Pressure Monitoring Using PPG Morphological Features. 1865-1868 - Ahmed Al-Hindawi, Marcela P. Vizcaychipi, Yiannis Demiris:
Continuous Non-Invasive Eye Tracking In Intensive Care. 1869-1873 - Muhammad Zeeshan Arshad, Dawoon Jung, Mina Park, Hyungeun Shin, Jinwook Kim, Kyung-Ryoul Mun:
Gait-based Frailty Assessment using Image Representation of IMU Signals and Deep CNN. 1874-1879 - Reddy Rani Vangimalla, Jaya Sreevalsan-Nair:
HCNM: Heterogeneous Correlation Network Model for Multi-level Integrative Study of Multi-omics Data for Cancer Subtype Prediction. 1880-1886 - Jinyang Shi, Pen Wan, Fang Chen:
An Unsupervised Non-rigid Registration Network for Fast Medical Shape Alignment. 1887-1890 - Connor J. McLaughlin, Efi G. Kokkotou, Jean A. King, Lisa A. Conboy, Ali Yousefi:
Latent Factor Decomposition Model: Applications for Questionnaire Data *. 1891-1894 - Shuqiong Wu, Fumio Okura, Yasushi Makihara, Kota Aoki, Masataka Niwa, Yasushi Yagi:
Early Detection of Low Cognitive Scores from Dual-task Performance Data Using a Spatio-temporal Graph Convolutional Neural Network. 1895-1901 - Zhiwei Yu, Cory A. Crane, Maria Testa, Zhi Zheng:
How Moderate Alcohol Consumption Impacts Married or Cohabiting Couples in Expressing Disagreements: An Automatic Computation Model and Analysis. 1902-1905 - Qin Yang, Feiyang Xu, Zhenhua Ling, Xin Li, Yunxia Li, Decheng Fang:
Selecting and Analyzing Speech Features for the Screening of Mild Cognitive Impairment. 1906-1910 - Chetanya Puri, Gerben Kooijman, Xi Long, Paul Hamelmann, Sima Asvadi, Bart Vanrumste, Stijn Luca:
Feature selection for unbiased imputation of missing values: A case study in healthcare. 1911-1915 - Guilherme Ramos, Erida Gjini, Luis Coelho, Margarida Silveira:
Unsupervised learning approach for predicting sepsis onset in ICU patients. 1916-1919 - Zhengfeng Lai, Chao Wang, Zin Hu, Brittany N. Dugger, Sen-Ching S. Cheung, Chen-Nee Chuah:
A Semi-supervised Learning for Segmentation of Gigapixel Histopathology Images from Brain Tissues. 1920-1923 - A. S. Anusha, A. G. Ramakrishnan:
Midline EEG Functional Connectivity As Biomarker for Conscious States in Sleep and Wakefulness. 1924-1927 - A. S. Anusha, A. G. Ramakrishnan:
Brain Functional Connectivity as Biomarker for Propofol-Induced Alterations of Consciousness. 1928-1931 - Nils Roth, Georg P. Wieland, Arne Küderle, Martin Ullrich, Till Gladow, Franz Marxreiter, Jochen Klucken, Bjoern M. Eskofier, Felix Kluge:
Do We Walk Differently at Home? A Context-Aware Gait Analysis System in Continuous Real-World Environments. 1932-1935 - Ankhzaya Jamsrandorj, Mau Dung Nguyen, Mina Park, Konki Sravan Kumar, Kyung-Ryoul Mun, Jinwook Kim:
Vision-Based Gait Events Detection Using Deep Convolutional Neural Networks. 1936-1941 - Quan T. Do, Kirill Lipatov, Hsin-Yi Wang, Brian W. Pickering, Vitaly Herasevich:
Classification of Respiratory Conditions using Auscultation Sound. 1942-1945 - Jihye Moon, Hugo F. Posada-Quintero, Insoo Kim, Ki H. Chon:
Preliminary Analysis of the Risk Factor Identification Embedding Model for Cardiovascular Disease. 1946-1949 - Pranav Suresh, Bhaskar Ray, Kuaikuai Duan, Jiayu Chen, Gido Schoenmacker, Barbara Franke, Jan K. Buitelaar, Emma Sprooten, Alejandro Arias-Vasquez, Jessica A. Turner, Jingyu Liu:
Evaluating the Neuroimaging-Genetic Prediction of Symptom Changes in Individuals with ADHD. 1950-1956 - Inés A. Cruz-Guerrero, Daniel U. Campos-Delgado, Aldo R. Mejía-Rodríguez:
Extended Blind End-member and Abundance Estimation with Spatial Total Variation for Hyperspectral Imaging. 1957-1960 - Arlene John, Koushik Kumar Nundy, Barry Cardiff, Deepu John:
SomnNET: An SpO2 Based Deep Learning Network for Sleep Apnea Detection in Smartwatches. 1961-1964 - Xiaolin Li, Rajesh C. Panicker, Barry Cardiff, Deepu John:
Multistage Pruning of CNN Based ECG Classifiers for Edge Devices. 1965-1968 - Arin Ghazarian, Jianwei Zheng, Hesham M. El-Askary, Huimin Chu, Guohua Fu, Cyril Rakovski:
Increased Risks of Re-identification For Patients Posed by Deep Learning-Based ECG Identification Algorithms. 1969-1975 - Tomoya Koike, Kun Qian, Björn W. Schuller, Yoshiharu Yamamoto:
Transferring Cross-Corpus Knowledge: An Investigation on Data Augmentation for Heart Sound Classification. 1976-1979 - Shiwei Jin, Minh Vo, Chen Du, Harinath Garudadri, Allison Py, David J. Moore, Kristine M. Erlandson, Raeanne C. Moore, Truong Q. Nguyen:
Unsupervised Sequence Alignment between Video and Human Center of Pressure. 1980-1984 - Aknur Karabay, Askat Kuzdeuov, Huseyin Atakan Varol:
COVID-19 Vaccination Strategies Considering Hesitancy Using Particle-Based Epidemic Simulation. 1985-1988 - Fatemeh Shah-Mohammadi, Wanting Cui, Joseph Finkelstein:
Comparison of ACM and CLAMP for Entity Extraction in Clinical Notes. 1989-1992 - Giacomo Cappon, Giulia Noaro, Nunzio Camerlingo, Luca Cossu, Giovanni Sparacino, Andrea Facchinetti:
A New Decision Support System for Type 1 Diabetes Management. 1993-1996 - Robin Kraft, Abdul Rahman Idrees, Lena Stenzel, Tran Bao Dat Nguyen, Manfred Reichert, Rüdiger Pryss, Harald Baumeister:
eSano - An eHealth Platform for Internet- and Mobile-based Interventions. 1997-2002 - Siqi Zhang, Marta Jaen Ventura, Hui Yang:
Network Modeling and Analysis of COVID-19 Testing Strategies. 2003-2006 - Wanqing Xie, Lizhong Liang, Yao Lu, Hui Luo, Xiaofeng Liu:
Deep 3D-CNN for Depression Diagnosis with Facial Video Recording of Self-Rating Depression Scale Questionnaire. 2007-2010 - Lorenzo Madeddu, Giorgio Grani, Paola Velardi:
Integrating categorical and structural proximity in Disease Ontologies. 2011-2014 - Stelios Sfakianakis, Emmanouil G. Spanakis, Pasquale Mari, Ivan Tesfai Ogbu, Martina Bossini Baroggi, Sabina Magalini, Vangelis Sakkalis:
PANACEA resilient and secure toolkit for healthcare infrastructures. 2015-2019 - Sylvain Jung, Laurent Oudre, Charles Truong, Eric Dorveaux, Louis Gorintin, Nicolas Vayatis, Damien Ricard:
Adaptive Change-Point Detection for Studying Human Locomotion. 2020-2024 - Talha Anwar, Naeem Rehmat, Hammad Naveed:
A Generic Approach for Classification of Psychological Disorders Diagnosis using EEG. 2025-2029 - Te-Cheng Hsu, Che Lin:
Training with Small Medical Data: Robust Bayesian Neural Networks for Colon Cancer Overall Survival Prediction. 2030-2033 - Gayathiri Murugamoorthy, Naimul Khan:
Interpreting Uncertainty in Model Predictions for Covid-19 Diagnosis. 2034-2037 - Qingqing Li, Zhirui Luo, Jun Zheng:
Deep Learning-based User Authentication with Surface EMG Images of Hand Gestures. 2038-2041 - Bastien Chapuis, Steve Cunningham, Donald Urquhart, Syed Ahmar Shah:
Application of Machine Learning to Optimize Management of Children in Hospital with Lower Respiratory Tract Infection. 2042-2045 - Venkata Subramanian Viraraghavan, Tince Varghese, Rahul Dasharath Gavas, Mithun B. Sheshachala, Ramesh K. Ramakrishnan, P. Balamuralidhar, Arpan Pal:
Affective response to tunes synthesized with musical pitch curves. 2046-2049 - Shadi Ghiasi, Carola Dell'Acqua, Simone Messerotti Benvenuti, Enzo Pasquale Scilingo, Claudio Gentili, Gaetano Valenza, Alberto Greco:
Classifying subclinical depression using EEG spectral and connectivity measures. 2050-2053 - Alexandra Kosvyra, Dimitrios Filos, Dimitrios Fotopoulos, Olga Tsave, Ioanna Chouvarda:
Towards Data Integration for AI in Cancer Research*. 2054-2057 - Wolfgang A. Mehringer, Markus Wirth, Franka Risch, Daniel Roth, Georg Michelson, Björn M. Eskofier:
Hess Screen Revised: How Eye Tracking and Virtual Reality change Strabismus Assessment. 2058-2062 - Soubarna Banik, Alejandro Mendoza García, Lorenz Kiwull, Steffen Berweck, Alois C. Knoll:
Vogtareuth Rehab Depth Datasets: Benchmark for Marker-less Posture Estimation in Rehabilitation. 2063-2066 - Andreas Tsiartas, Fiona C. Baker, David Smith, Massimiliano de Zambotti:
A novel Hot-Flash classification algorithm via multi-sensor features integration. 2067-2070 - Tingyan Deng, Shubham Gulati, William Rodriguez, Benoit M. Dawant, Alexander Langerman:
Automated detection of electrocautery instrument in videos of open neck procedures using YOLOv3*. 2071-2074 - Michail Sarafidis, Ourania Manta, Ioannis N. Kouris, Winfried Schlee, Dimitrios Kikidis, Eleftheria Vellidou, Dimitris Koutsouris:
Why a Clinical Decision Support System is needed for Tinnitus? 2075-2078 - Adria Mallol-Ragolta, Shuo Liu, Björn W. Schuller:
The Filtering Effect of Face Masks in their Detection from Speech. 2079-2082 - Vikas Rana, Teddy Le Nguyen, Veera Raghava, Prahlad G. Menon:
Intelligent patient monitoring for proactive alerting of key personnel in intensive care: A single-center study. 2083-2086 - Riya Parikh, Yesoda Bhargava:
Lower Socio-Economic Position Associated With Higher Odds Of Diabetes-Depression Comorbidity. 2087-2090 - Nour Aldeen Jalal, Tamer Abdulbaki Alshirbaji, Bernhard Laufer, Paul Docherty, Sebastian G. Russo, Thomas Neumuth, Knut Möller:
Effects of Intra-Abdominal Pressure on Lung Mechanics during Laparoscopic Gynaecology *. 2091-2094 - Yuri Nishiwaki, Mio Nakamura, Misato Nihei:
A novel method of evaluating changes in intrinsic motivation during cognitive rehabilitation. 2095-2099 - Muhammad Mushtaq, Hammad Naveed, Zoya Khalid:
Computational Prediction of lncRNA-Protein Interactions using Machine learning. 2100-2103 - Sirikorn Sangchocanonta, Sethavudh Vongsurakrai, Kanyaporn Sroykhumpa, araporn Ellermann, Adirek Munthuli, Thanaporn Anansiripinyo, Chutamanee Onsuwan, Solaphat Hemrungrojn, Krit Kosawat, Charturong Tantibundhit:
Development of Thai Picture Description Task for Alzheimer's Screening using Part-of-Speech Tagging. 2104-2109 - John Matta, Daniel Dobrino, Swade Howard, Dacosta Yeboah, Jonathan Kopel, Yasser El-Manzalawy, Tayo Obafemi-Ajayi:
A PheWAS Model of Autism Spectrum Disorder. 2110-2114 - Peisheng Qian, Ziyuan Zhao, Cong Chen, Zeng Zeng, Xiaoli Li:
Two Eyes Are Better Than One: Exploiting Binocular Correlation for Diabetic Retinopathy Severity Grading. 2115-2118 - Yu Xiao, Xiangwen Zheng, Wei Song, Fan Tong, Yiqing Mao, Sheng Liu, Dongsheng Zhao:
CIDO-COVID-19: An Ontology for COVID-19 Based on CIDO. 2119-2122 - Naohito Yoshioka, Nobuyuki Araki, Mieko Ohsuga:
Importance of the Features of Event-Related Potentials Used for a Machine Learning-Based Model Applied to Single-Trial Data during Oddball Task. 2123-2126 - Rutger H. J. Fick, Brice Tayart, Capucine Bertrand, Solene Chan-Lang, Tina Rey, Francesco Ciompi, Cyprien Tilmant, Isabelle Farré, Saima Ben Hadj:
A Partial Label-Based Machine Learning Approach For Cervical Whole-Slide Image Classification: The Winning TissueNet Solution*. 2127-2131 - Francisco Valente, Jorge Henriques, Simão Paredes, Teresa Rocha, Paulo de Carvalho, João Morais:
Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems. 2132-2135 - Ravinder Kumar, Ashish Kumar Sahani:
A Device to Reduce Vasovagal Syncope in Blood Donors. 2136-2139 - Milad Asgari Mehrabadi, Seyed Amir Hossein Aqajari, Iman Azimi, Charles A. Downs, Nikil D. Dutt, Amir M. Rahmani:
Detection of COVID-19 Using Heart Rate and Blood Pressure: Lessons Learned from Patients with ARDS. 2140-2143 - Kuo-Chun Chiu, Dongping Du, Nisanth N. Nair, Yuncheng Du:
Deep Neural Network-Based Survival Analysis for Skin Cancer Prediction in Heart Transplant Recipients. 2144-2147 - Amin Aminifar, Fazle Rabbi, Violet Ka I Pun, Yngve Lamo:
Diversity-Aware Anonymization for Structured Health Data. 2148-2154 - Lara Cavinato, Noemi Gozzi, Martina Sollini, Carmelo Carlo-Stella, Arturo Chiti, Francesca Ieva:
Recurrence-specific supervised graph clustering for subtyping Hodgkin Lymphoma radiomic phenotypes. 2155-2158 - Maria Papaioannou, Andreas C. Neocleous, Panayiotis Savva, Francisco Miguel, Andreas Panayides, Zinonas C. Antoniou, Marios S. Neofytou, Eirini C. Schiza, Kleanthis C. Neokleous, Ioannis Constantinou, George Panos, Constantinos S. Pattichis, Christos N. Schizas:
A Prototype of the National EHR system for Cyprus*. 2159-2162 - Amin Aminifar, Fazle Rabbi, Violet Ka I Pun, Yngve Lamo:
Monitoring Motor Activity Data for Detecting Patients' Depression Using Data Augmentation and Privacy-Preserving Distributed Learning. 2163-2169 - Chetanya Puri, Koustabh Dolui, Gerben Kooijman, Felipe Masculo, Shannon Van Sambeek, Sebastiaan Den Boer, Sam Michiels, Hans Hallez, Stijn Luca, Bart Vanrumste:
Gestational weight gain prediction using privacy preserving federated learning. 2170-2174 - Manish Shetty, Soumya Mary Alex, Merlin Moni, Fabia Edathadathil, Preetha Prasanna, Veena Menon, Vidya P. Menon, Prashanth Athri, Gowri Srinivasa:
A Machine Learning Understanding of Sepsis. 2175-2179 - Pallavi Gupta, Omar Ibrahim, Marjorie Skubic, Grant J. Scott:
Leveraging Unsupervised Machine Learning to Discover Patterns in Linguistic Health Summaries for Eldercare. 2180-2185 - Konki Sravan Kumar, Ankhzaya Jamsarndorj, Dawoon Jung, Daehyun Lee, Jinwook Kim, Kyung-Ryoul Mun:
Vision-based human joint angular velocity estimation during squat and walking on a treadmill actions. 2186-2190 - Yikai Yang, Nhan Duy Truong, Christina Maher, Armin Nikpour, Omid Kavehei:
A comparative study of AI systems for epileptic seizure recognition based on EEG or ECG. 2191-2196 - Fan Tong, Jiangyu Li, Wubin Qu, Wei Song, Dongsheng Zhao:
SCOPE2: A Platform for Sars-COv-2 Primer covErage Evaluation. 2197-2200 - Md Abdur Rahaman, Amanda Rodrigue, David C. Glahn, Jessica A. Turner, Vince D. Calhoun:
Shared sets of correlated polygenic risk scores and voxel-wise grey matter across multiple traits identified via bi-clustering. 2201-2206 - Chaewon Park, Ingu Choi, Juhyeong Roh, So Yun Lim, Sung-Han Kim, Jongwon Lee, Sungwook Yang:
Evaluation of Applied Force During Nasopharyngeal Swab Sampling Using Handheld Sensorized Instrument. 2207-2210 - Bjarne Pfitzner, Jonas Chromik, Rachel Brabender, Eric Fischer, Alexander Kromer, Axel Winter, Simon Moosburner, Igor M. Sauer, Thomas Malinka, Johann Pratschke, Bert Arnrich, Max M. Maurer:
Perioperative Risk Assessment in Pancreatic Surgery Using Machine Learning. 2211-2214 - Michael Winter, Harald Baumeister, Ulrich Frick, Miles Tallon, Manfred Reichert, Rüdiger Pryss:
Exploring the Usability of the German COVID-19 Contact Tracing App in a Combined Eye Tracking and Retrospective Think Aloud Study. 2215-2221 - Xiaoyan Sun, Shiyuan Gu, Linfu Jiang, Yingfei Wu:
A Low-cost Mobile System with Multi-AR Guidance for Brain Surgery Assistance*. 2222-2225 - Jerrin Thomas Panachakel, A. G. Ramakrishnan:
Classification of Phonological Categories in Imagined Speech using Phase Synchronization Measure. 2226-2229 - Beatriz Merino-Barbancho, Maria Jose Bermejillo Barrera, Cecilia Vera-Muñoz, Juan Carlos Martin Guirado, María Teresa Arredondo, Giuseppe Fico:
Definition and development of a digital system for the empowerment and activation of type 1 diabetic patient. 2230-2233 - Leif E. R. Simmatis, Yana Yunusova:
Facial Landmark Tracking in Videos of Individuals with Neurological Impairments: Is There a Trade-off Between Smoothness and Accuracyƒ. 2234-2237 - Xinliang Guo, Lei Lu, Mark Robinson, Ying Tan, Kusal Goonewardena, Denny Oetomo:
A Weak Monotonicity Based Muscle Fatigue Detection Algorithm for a Short-Duration Poor Posture Using sEMG Measurements. 2238-2241 - Issam Boukhennoufa, Xiaojun Zhai, Victor Utti, Jo Jackson, Klaus D. McDonald-Maier:
A comprehensive evaluation of state-of-the-art time-series deep learning models for activity-recognition in post-stroke rehabilitation assessment. 2242-2247 - Hashneet Kaur, Patrick Ka-Cheong Poon, Sophie Yuefei Wang, Diane Myung-kyung Woodbridge:
Depression Level Prediction in People with Parkinson's Disease during the COVID-19 Pandemic. 2248-2251 - Michael J. Pettinati, Xiyu Zhang, Ali Jalali, Kuldeep Singh Rajput, Nandakumar Selvaraj:
Automatic and Robust Identification of Spontaneous Coughs from COVID-19 Patients. 2252-2257 - Jennifer Polson, Haoyue Zhang, Kambiz Nael, Noriko Salamon, Bryan Yoo, Namkug Kim, Dong-Wha Kang, William Speier, Corey W. Arnold:
A Semi-Supervised Learning Framework to Leverage Proxy Information for Stroke MRI Analysis. 2258-2261 - Itziar Alonso, Laura Lopez-Perez, Juan Carlos Martin Guirado, María Fernanda Cabrera-Umpiérrez, María Teresa Arredondo, Giuseppe Fico:
Data analytics for predicting quality of life changes in head and neck cancer survivors: a scoping review. 2262-2265 - Vassiliki I. Kigka, Antonis I. Sakellarios, Michalis D. Mantzaris, Vasilis D. Tsakanikas, Vassiliki T. Potsika, Domenico Palombo, Fabrizio Montecucco, Dimitrios I. Fotiadis:
A Machine Learning Model for the Identification of High risk Carotid Atherosclerotic Plaques. 2266-2269 - Iko Nakari, Keiki Takadama:
Sleep Apnea Syndrome Detection Based on Degree of Convexity of Logarithmic Spectrum Calculated from Overnight Bio-vibration Data of Mattress Sensor. 2270-2273 - Nauman Baig, Himar Fabelo, Samuel Ortega, Gustavo M. Callicó, Javad Alirezaie, Karthikeyan Umapathy:
Empirical Mode Decomposition Based Hyperspectral Data Analysis for Brain Tumor Classification. 2274-2277 - Siqi Zhang, Sihan Yang, Hui Yang:
Statistical Analysis of Spatial Network Characteristics in Relation to COVID-19 Transmission Risks in US Counties. 2278-2281 - Aradhana Soni, Benjamin Amrhein, Matthew Baucum, Eun Jin Paek, Anahita Khojandi:
Using Verb Fluency, Natural Language Processing, and Machine Learning to Detect Alzheimer's Disease. 2282-2285 - Siqi Zhang, Hui Yang:
Spatial Modeling and Analysis of Human Traffic and Infectious Virus Spread in Community Networks. 2286-2289 - Ethan N. Lyon, Luis Hector Victor, Akane Sano:
Health Label and Behavioral Feature Prediction Using Bayesian Hierarchical Vector Autoregression Models. 2290-2293 - Hang Dong, Víctor Suárez-Paniagua, Huayu Zhang, Minhong Wang, Emma Whitfield, Honghan Wu:
Rare Disease Identification from Clinical Notes with Ontologies and Weak Supervision. 2294-2298 - Marjory Day, Rupam Kumar Dey, Matthew Baucum, Eun Jin Paek, Hyejin Park, Anahita Khojandi:
Predicting Severity in People with Aphasia: A Natural Language Processing and Machine Learning Approach. 2299-2302 - Davina Zamanzadeh, Panayiotis Petousis, Tyler A. Davis, Susanne B. Nicholas, Keith C. Norris, Katherine R. Tuttle, Alex A. T. Bui, Majid Sarrafzadeh:
Autopopulus: A Novel Framework for Autoencoder Imputation on Large Clinical Datasets. 2303-2309 - Panagiota Karatza, Kalliopi Dalakleidi, Maria Athanasiou, Konstantina S. Nikita:
Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis. 2310-2313 - Robyn Larracy, Angkoon Phinyomark, Erik J. Scheme:
Machine Learning Model Validation for Early Stage Studies with Small Sample Sizes. 2314-2319 - Irena Parvanova, Kirill Borziak, Jennifer Guarino, Joseph Finkelstein:
A Platform for Integrating and Sharing Cancer Stem Cell Data. 2320-2325 - Sofia de la Fuente Garcia, Fasih Haider, Saturnino Luz:
COVID-19: Affect recognition through voice analysis during the winter lockdown in Scotland. 2326-2329 - Xiaochen Tang, Matija Jankovic, Roozbeh Jafari:
A Non-invasive Radial Arterial Compliance Measuring Method using Bio-Impedance. 2330-2334 - Yi Chang, Zhao Ren, Björn W. Schuller:
Transformer-based CNNs: Mining Temporal Context Information for Multi-sound COVID-19 Diagnosis. 2335-2338 - Misha Pavel, Kevin Caves, Leighanne Jarvis, Christopher J. Hasson, Maciej Kos, Holly B. Jimison:
Unobtrusive, Continuous LIDAR-Based Measurement of Gait Characteristics at Home. 2339-2342 - Suranjan Panigrahi, Ridhi Deo, Edward A. Liechty:
A New Machine Learning-Based Complementary Approach for Screening of NAFLD (Hepatic Steatosis). 2343-2346 - Arad Lajevardi-Khosh, Ali Jalali, Kuldeep Singh Rajput, Nandakumar Selvaraj:
Novel Dynamic Prediction of Daily Patient Discharge in Acute and Critical Care. 2347-2352 - Xiyu Zhang, Michael J. Pettinati, Ali Jalali, Kuldeep Singh Rajput, Nandakumar Selvaraj:
Novel COVID-19 Screening Using Cough Recordings of A Mobile Patient Monitoring System. 2353-2357 - Carsten Vogel, Johannes Schobel, Winfried Schlee, Milena Engelke, Rüdiger Pryss:
UNITI Mobile - EMI-Apps for a Large-Scale European Study on Tinnitus. 2358-2362 - Charles A. Ellis, Rongen Zhang, Darwin A. Carbajal, Robyn L. Miller, Vince D. Calhoun, May D. Wang:
Explainable Sleep Stage Classification with Multimodal Electrophysiology Time-series*. 2363-2366 - Jensen Selwyn Joymangul, Aicha Sekhari, Alain Chatelet, Néjib Moalla, Olivier Grasset:
Obstructive Sleep Apnea compliance: verifications and validations of personalized interventions for PAP therapy. 2367-2373 - Nafiul Rashid, Luke Chen, Manik Dautta, Abel Jimenez, Peter Tseng, Mohammad Abdullah Al Faruque:
Feature Augmented Hybrid CNN for Stress Recognition Using Wrist-based Photoplethysmography Sensor. 2374-2377 - Aishwarya Krishna Allada, Yuanxin Wang, Veni Jindal, Morteza Babaie, Hamid R. Tizhoosh, Mark Crowley:
Analysis of Language Embeddings for Classification of Unstructured Pathology Reports. 2378-2381 - Ahmad Mitoubsi, Zeyu Liu, Danny Banks, Anahita Khojandi, Michael Oliver, Daniel Cox, Roberto Fernandez:
Evaluating the Fitness-to-Drive Using Evoked Visual Responses in Alzheimer's Disease. 2382-2385 - Moein Enayati, Nasibeh Zanjirani Farahani, Alisha P. Chaudhry, Anoushka Kapoor, Shivaram Poigai Arunachalam, Laura E. Walker, David M. Nestler, Kalyan S. Pasupathy:
Incorporating RTLS-Based Spatiotemporal Information in Studying Physical Activities of Clinical Staff*. 2386-2391 - Sofia Alejandra Aguilar-Valdez, José Alejandro Morales, Omar Paredes:
Unraveling the hCoV-19 Informational Architecture. 2392-2395 - Magnus Ruud Kjær, Andreas Brink-Kjær, Umaer Hanif, Emmanuel Mignot, Poul Jennum, Helge B. D. Sørensen:
Polysomnographic Plethysmography Excursions are Reduced in Obese Elderly Men. 2396-2399 - Yang Gao, Mahnoosh Kholghi, Irena Koprinska, Qing Zhang:
Association of Longitudinal Sleep and Next-day Indoor Mobility Measured via Passive Sensors among Community-dwelling Older Adults. 2400-2404 - David R. Holmes, Andrew R. Thoreson, Ryan E. Breighner, Sanjeev Kakar, Steven L. Moran, Shuai Leng, Kristin D. Zhao:
Optimizing Web-Based Viewer of 4D CT Scans for Clinical Assessment of Injured Wrists *. 2405-2408 - Katherin Zumaeta, Stefano E. Romero, Estiven Torres, Leslie Urdiales, Andrea Ramirez, Isabel Camargo, Karlo J. Lizarraga, Benjamín Castañeda:
Combining inertial sensors and optical flow to assess finger movements: Pilot study for telehealth applications. 2409-2412 - Jordan Matelsky, Luis M. Rodriguez, Daniel Xenes, Timothy Gion, Robert Hider, Brock A. Wester, William R. Gray Roncal:
An Integrated Toolkit for Extensible and Reproducible Neuroscience. 2413-2418 - Rachit Desai, Carolyn McGregor:
Antenatal Care in Australia: Process Mapping to Visualise Resources and Care. 2419-2422 - Joseph Mathew, Subha Ramakrishnan Manuskandan, Natarajan Sivakumaran, P. A. Karthick:
Detection of Tonic-Clonic Seizures using Wavelet Entropy of Scalp EEG. 2423-2426 - Ya-Lin Huang, Hao-Chun Yang, Chi-Chun Lee:
Federated Learning via Conditional Mutual Learning for Alzheimer's Disease Classification on T1w MRI. 2427-2432 - Rabie Fadil, Asenath Huether, Robert Brunnemer, Andrew P. Blaber, Jau-Shin Lou, Kouhyar Tavakolian:
Early Detection of Parkinson's Disease Using Center of Pressure Data and Machine Learning. 2433-2436 - Robert B. Eshun, A. K. M. Kamrul Islam, Marwan U. Bikdash:
Identification of Significantly Expressed Gene Mutations for Automated Classification of Benign and Malignant Prostate Cancer. 2437-2443 - Caitlyn Bishop, Jordan Matelsky, Miller Wilt, Joseph Downs, Patricia K. Rivlin, Stephen Plaza, Brock A. Wester, William R. Gray Roncal:
CONFIRMS: A Toolkit for Scalable, Black Box Connectome Assessment and Investigation. 2444-2450 - Ronaldo S. Silva, Cindy Lin Kaiying, Naruna A. C. Melo, Giovana C. S. Silva, Carlos M. Sousa, Nilviane P. S. Sousa, Érika C. R. L. Caneiro, Allan K. D. B. Filho, Ewaldo Eder Carvalho Santana:
Phenotypic Characterization of Chronic Kidney Patients Through Hierarchical Clustering. 2451-2454 - Felan Carlo C. Garcia, Ayumi Hirao, Aran Tajika, Toshi A. Furukawa, Kazushi Ikeda, Junichiro Yoshimoto:
Leveraging Longitudinal Lifelog Data Using Survival Models for Predicting Risk of Relapse among Patients with Depression in Remission. 2455-2458 - Xinyun Liu, Zhen Liu, Snehamoy Chatterjee, Matthew Portfleet, Ye Sun:
Understanding Human Behaviors and Injury Factors in Underground Mines using Data Analytics. 2459-2462 - Tousif Ahmed, Md. Mahbubur Rahman, Mohsin Yusuf Ahmed, Ebrahim Nemati, Minh Dinh, Nathan Folkman, Jilong Kuang, Alex Gao:
RRMonitor: A Resource-Aware End-to-End System for Continuous Monitoring of Respiration Rate Using Earbuds. 2463-2467 - Andrés Felipe Romero Gómez, Alvaro D. Orjuela-Cañón, Andrés L. Jutinico, Carlos Awad, Erika Vergara, Angélica Palencia:
Preliminary Text Analysis from Medical Records for TB Diagnosis Support. 2468-2471 - Esmaeil Shakeri, Emad A. Mohammed, Zahra Shakeri Hossein Abad, Behrouz Homayoun Far:
Exploring Features Contributing to the Early Prediction of Sepsis Using Machine Learning. 2472-2475 - Mona Ahmadian, Mohammad T. H. Beheshti, Ahmad Kalhor, Amir Shirian:
Unsupervised Generative Adversarial Network for Plantar Pressure Image-to-Image Translation. 2580-2583 - Dongsheng Gu, Donghui Guo, Chunwang Yuan, Jingwei Wei, Zhenchang Wang, Hong Zheng, Jie Tian:
Multi-scale patches convolutional neural network predicting the histological grade of hepatocellular carcinoma. 2584-2587 - Yue Guo, Yanmei Li, Wenhao He, Haitao Song:
Heterogeneous Consistency Loss for Cobb Angle Estimation. 2588-2591 - Yiming Bao, Hexiang Zeng, Chengfeng Zhou, Chen Liu, Lichi Zhang, Dahong Qian, Jun Wang, Hongbing Lu:
C3D-UNET: A Comprehensive 3D Unet for Covid-19 Segmentation with Intact Encoding and Local Attention. 2592-2596 - Tai Wing Chan, Chris Zhang, Wai Hung Ip, Alex W. H. Choy:
A Combined Deep Learning and Anatomical Inch Measurement Approach to Robotic Acupuncture Points Positioning. 2597-2600 - Ziqing Wang, Mohammad Ali Armin, Simon Denman, Lars Petersson, David Ahmedt-Aristizabal:
Video-Based Inpatient Fall Risk Assessment: A Case Study. 2601-2604 - Yu Lu, Xi Zhang, Liwen Jing, Xianghua Fu:
Data Enhancement and Deep Learning for Bone Age Assessment using The Standards of Skeletal Maturity of Hand and Wrist for Chinese. 2605-2609 - Jiong Wu, Shuang Zhou, Qi Yang, Yue Zhang, Xiaoying Tang:
Multi-modality Large Deformation Diffeomorphic Metric Mapping Driven by Single-modality Images. 2610-2613 - Sanhita Basu, Sushmita Mitra:
Segmentation in Diabetic Retinopathy using Deeply-Supervised Multiscalar Attention. 2614-2617 - Hui Che, Jared Radbel, Jag Sunderram, John L. Nosher, Vishal M. Patel, Ilker Hacihaliloglu:
Multi-feature Multi-Scale CNN-Derived COVID-19 Classification from Lung Ultrasound Data. 2618-2621 - Valeria Ramirez Guatemala-Sanchez, Hayde Peregrina-Barreto, Gabriela Lopez-Armas:
Nuclei Segmentation on Histopathology Images of Breast Carcinoma. 2622-2628 - Anish Salvi, Ender Finol, Prahlad G. Menon:
Convolutional Neural Network based Segmentation of Abdominal Aortic Aneurysms. 2629-2632 - Pinyuan Zhong, Yue Zhang, Xiaoying Tang:
Automatic hippocampal surface generation via 3D U-net and active shape modeling with hybrid particle swarm optimization. 2633-2636 - Rajshree Daulatabad, Roberto Vega, Jacob L. Jaremko, Jeevesh Kapur, Abhilash Rakkunedeth Hareendranathan, Kumaradevan Punithakumar:
Integrating User-Input into Deep Convolutional Neural Networks for Thyroid Nodule Segmentation. 2637-2640 - Ashley De Luna, Roummel F. Marcia:
Data-Limited Deep Learning Methods for Mild Cognitive Impairment Classification in Alzheimer's Disease Patients. 2641-2646 - Shichen Jin, Peini Zou, Ying Han, Jiehui Jiang:
Unsupervised detection of individual atrophy in Alzheimer's disease. 2647-2650 - Leon Weninger, Andre Gilerson, Dorit Merhof:
Improving Localization of Brain Tumors through 3D GAN Inpainting. 2651-2654 - Christopher Vergara, Felipe Silva, Isaías I. Huerta, Narciso López-López, Andrea Vázquez, Josselin Houenou, Cyril Poupon, Jean-François Mangin, Cecilia Hernández, Pamela Guevara:
Group-Wise Cortical Surface Parcellation Based on Inter-Subject Fiber Clustering*. 2655-2659 - Spencer Angus Thomas:
Combining Image Features and Patient Metadata to Enhance Transfer Learning. 2660-2663 - Sebastian Elmes, Tapabrata Chakraborti, Mengran Fan, Holm H. Uhlig, Jens Rittscher:
Automated Annotator: Capturing Expert Knowledge for Free. 2664-2667 - Margherita A. G. Matarrese, Alessandro Loppini, Saeed Jahromi, Eleonora Tamilia, Lorenzo Fabbri, Joseph R. Madsen, Phillip L. Pearl, Simonetta Filippi, Christos L. Papadelis:
Electric Source Imaging on Intracranial EEG Localizes Spatiotemporal Propagation of Interictal Spikes in Children with Epilepsy. 2668-2671 - Yiming Wang, Zhongxi Qiu, Yan Hu, Hao Chen, Fangfu Ye, Jiang Liu:
Surgical instrument segmentation based on multi-scale and multi-level feature network. 2672-2675 - Ajay Ramesh, Manish Beniwal, Alok Mohan Uppar, Vikas Vazhayil, Madhav Rao:
Microsurgical Tool Detection and Characterization in Intra-operative Neurosurgical Videos. 2676-2681 - Koen C. Kusters, Luis Albert Zavala-Mondragón, Javier Oliván Bescós, Peter M. J. Rongen, Peter H. N. de With, Fons van der Sommen:
Conditional Generative Adversarial Networks for low-dose CT image denoising aiming at preservation of critical image content. 2682-2687 - Adrienne S. Kline, Hyun Jae Chung, Waleed Rahmani, Justin Chun:
Semi-Supervised Segmentation of Renal Pathology: An Alternative to Manual Segmentation and Input to Deep Learning Training. 2688-2691 - Carlos Santos, Marilton Sanchotene de Aguiar, Daniel Welfer, Bruno Belloni:
Detection of Fundus Lesions through a Convolutional Neural Network in Patients with Diabetic Retinopathy. 2692-2695 - Zijian Gao, Peng Ge, Yifei Xu, Xiaopeng Yu, Feng Gao, Fei Gao:
The Imaging of Magnetic Nanoparticles with Low-power Magnetoacoustic Tomography. 2696-2699 - Yasha Singh, Vivek Atulkar, Jiaxiang Ren, Jie Yang, Heng Fan, Longin Jan Latecki, Haibin Ling:
Osteoporosis Prescreening and Bone Mineral Density Prediction using Dental Panoramic Radiographs. 2700-2703 - Yuchou Chang, Ukash Nakarmi:
Parallel MRI Reconstruction Using Broad Learning System. 2704-2707 - Gayathri Malamal, Mahesh Raveendranatha Panicker:
Pixel Intensity Vector Field: An Inside Out Approach of Looking at Ultrasound Reflections from the Lung at High Frame Rates. 2708-2711 - Michaela Servi, Elisa Mussi, Roberto Magherini, Monica Carfagni, Rocco Furferi, Yary Volpe:
U-net for auricular elements segmentation: a proof-of-concept study. 2712-2716 - Chenqiu Zhao, Anup Basu:
Pixel Distribution Learning for Vessel Segmentation under Multiple Scales. 2717-2721 - Shan An, Jing Lv, Haogang Zhu, Jingyi Wang, Xiaoxue Zhou, Qining Liu, Yier Shu, Zhengyu Liu, Yingying Zhang, Xiangyu Liu, Yihua He:
Fetal Heart and Descending Aorta Detection in Four-Chamber View of Fetal Echocardiography. 2722-2725 - Pedro M. M. Pereira, Lucas A. Thomaz, Luis M. N. Tavora, Pedro A. Amado Assunção, Rui Fonseca-Pinto, Rui Pedro Paiva, Sérgio M. M. de Faria:
Skin lesion classification using features of 3D border lines. 2726-2731 - Natalia Sánchez-Patiño, Alfonso Toriz-Vazquez, Nidiyare Hevia-Montiel, Jorge Luis Perez-Gonzalez:
Convolutional Neural Networks for Chagas' Parasite Detection in Histopathological Images. 2732-2735 - Ajay Ramesh, Viprav B. Raju, Madhav Rao, Edward Sazonov:
Food Detection and Segmentation from Egocentric Camera Images. 2736-2740 - Radim Kolár, Larisa Chmelíková, Tomás Vicar, Ivo Provazník:
Increasing the Image Contrast via Fast Fluorescence Photobleaching. 2741-2744 - Jiangjie Wu, Boliang Yu, Lihui Wang, Qing Yang, Yuyao Zhang:
Longitudinal Chinese Population Structural Fetal Brain Atlases Construction: toward precise fetal brain segmentation. 2745-2749 - Elisa Mussi, Michaela Servi, Rocco Furferi, Lapo Governi, Flavio Facchini, Yary Volpe:
G-ear: a user-friendly tool for assisted autologous ear reconstruction. 2750-5755 - Nabil Ettehadi, Xuzhe Zhang, Yun Wang, David Semanek, Jia Guo, Jonathan Posner, Andrew F. Laine:
Automatic Volumetric Quality Assessment of Diffusion MR Images via Convolutional Neural Network Classifiers. 2756-2760 - Jiewei Wu, Guiwen Lyu, Kai Wang, Xiaoying Tang:
A Hybrid Learning Pipeline for Automated Diagnosis of First-Episode Schizophrenia Utilizing T1-weighted Images. 2761-2764 - Xiandong Liao, Keru Lin, Donghao Chen, Honggang Zhang, Yingying Li, Bo Jiang:
Image Segmentation of Thyroid Nodule and Capsule for Diagnosing Cen