default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDIEEE Journal of Biomedical and Health Informatics, Volume 26
Volume 26, Number 1, January 2022
- Huazhu Fu
, Tao Zhou, Shuo Li, Alejandro F. Frangi:
Guest Editorial Generative Adversarial Networks in Biomedical Image Computing. 4-6 - Ruixuan Zhang, Wenhuan Lu, Xi Wei, Jialin Zhu, Han Jiang, Zhiqiang Liu, Jie Gao, Xuewei Li, Jian Yu, Mei Yu, Ruiguo Yu:
A Progressive Generative Adversarial Method for Structurally Inadequate Medical Image Data Augmentation. 7-16 - Bo Zhan, Di Li, Xi Wu, Jiliu Zhou, Yan Wang:
Multi-Modal MRI Image Synthesis via GAN With Multi-Scale Gate Mergence. 17-26 - Bo Peng, Bingzheng Liu, Yi Bin, Lili Shen, Jianjun Lei:
Multi-Modality MR Image Synthesis via Confidence-Guided Aggregation and Cross-Modality Refinement. 27-35 - Xingyu Gao, Feng Shi, Dinggang Shen, Manhua Liu:
Task-Induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimer's Disease. 36-43 - Yuhao Niu, Lin Gu, Yitian Zhao, Feng Lu:
Explainable Diabetic Retinopathy Detection and Retinal Image Generation. 44-55 - Yi Zhou, Boyang Wang, Xiaodong He, Shanshan Cui, Ling Shao:
DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images. 56-66 - Xiuquan Du, Yueguo Liu:
Constraint-Based Unsupervised Domain Adaptation Network for Multi-Modality Cardiac Image Segmentation. 67-78 - Jun Li, Chaolu Feng, Xiaozhu Lin, Xiaohua Qian:
Utilizing GCN and Meta-Learning Strategy in Unsupervised Domain Adaptation for Pancreatic Cancer Segmentation. 79-89 - Haijun Lei, Weixin Liu, Hai Xie, Benjian Zhao, Guanghui Yue, Baiying Lei:
Unsupervised Domain Adaptation Based Image Synthesis and Feature Alignment for Joint Optic Disc and Cup Segmentation. 90-102 - Jun Chen, Guang Yang, Habib Khan, Heye Zhang, Yanping Zhang, Shu Zhao, Raad Mohiaddin, Tom Wong, David N. Firmin, Jennifer Keegan:
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets. 103-114 - Ziyue Zhang, Zexuan Ji, Qiang Chen, Songtao Yuan, Wen Fan:
Joint Optimization of CycleGAN and CNN Classifier for Detection and Localization of Retinal Pathologies on Color Fundus Photographs. 115-126 - Lalith Sharan, Gabriele Romano, Sven Koehler, Halvar Kelm, Matthias Karck, Raffaele De Simone, Sandy Engelhardt:
Mutually Improved Endoscopic Image Synthesis and Landmark Detection in Unpaired Image-to-Image Translation. 127-138 - Yi Zhou, Kai Yu, Meng Wang, Yuhui Ma, Yuanyuan Peng, Zhongyue Chen, Weifang Zhu, Fei Shi, Xinjian Chen:
Speckle Noise Reduction for OCT Images Based on Image Style Transfer and Conditional GAN. 139-150 - Sukun Tian, Miaohui Wang, Ning Dai, Haifeng Ma, Linlin Li, Luca Fiorenza, Yuchun Sun, Yangmin Li:
DCPR-GAN: Dental Crown Prosthesis Restoration Using Two-Stage Generative Adversarial Networks. 151-160 - Heekyung Koh, Tae Young Park, Yong An Chung, Jong-Hwan Lee, Hyungmin Kim:
Acoustic Simulation for Transcranial Focused Ultrasound Using GAN-Based Synthetic CT. 161-171 - Yuexiang Li, Jiawei Chen, Dong Wei, Yanchun Zhu, Jianrong Wu, Junfeng Xiong, Yadong Gang, Wenbo Sun, Haibo Xu, Tianyi Qian, Kai Ma, Yefeng Zheng:
Mix-and-Interpolate: A Training Strategy to Deal With Source-Biased Medical Data. 172-182 - Ronan Doorley, Alex Berke, Ariel Noyman, Luis Alonso, Josep Ribó, Vanesa Arroyo, Marc Pons, Kent Larson:
Mobility and COVID-19 in Andorra: Country-Scale Analysis of High-Resolution Mobility Patterns and Infection Spread. 183-193 - Qingyun Ren, Bingyin Zhou, Liang Tian, Wei Guo:
Detection of COVID-19 With CT Images Using Hybrid Complex Shearlet Scattering Networks. 194-205 - Jianbiao Xiao, Jiahao Liu, Huanqi Yang, Qingsong Liu, Ning Wang, Zhen Zhu, Yulong Chen, Yu Long, Liang Chang, Liang Zhou, Jun Zhou:
ULECGNet: An Ultra-Lightweight End-to-End ECG Classification Neural Network. 206-217 - Jared Leitner, Po-Han Chiang, Sujit Dey:
Personalized Blood Pressure Estimation Using Photoplethysmography: A Transfer Learning Approach. 218-228 - Grazia Cicirelli, Donato Impedovo, Vincenzo Dentamaro, Roberto Marani, Giuseppe Pirlo, Tiziana D'Orazio:
Human Gait Analysis in Neurodegenerative Diseases: A Review. 229-242 - Yupeng Tian, Muammar Kabir, Mohammad Abdizadeh, Behnaz Poursartip, Amin Mahnam, Presish Bhattachan, Ladan Eskandarian, Milad Alizadeh Meghrazi, Idir Mellal, Milos R. Popovic, Milad Lankarany:
Modeling and Reproducing Textile Sensor Noise: Implications for Textile-Compatible Signal Processing Algorithms. 243-253 - Nicholas J. Cooney, Atul S. Minhas:
Humanoid Robot Based Platform to Evaluate the Efficacy of Using Inertial Sensors for Spasticity Assessment in Cerebral Palsy. 254-263 - Sun-Hee Kim, Hyung-Jeong Yang, Thi Anh Ngoc Nguyen, Sunil Kumar Prabhakar, Seong-Whan Lee:
WeDea: A New EEG-Based Framework for Emotion Recognition. 264-275 - Yefei Zhang, Zhidong Zhao, Yanjun Deng, Xiaohong Zhang, Yu Zhang:
Reconstruction of Missing Samples in Antepartum and Intrapartum FHR Measurements Via Mini-Batch-Based Minimized Sparse Dictionary Learning. 276-288 - Xiao Luan, Xinyu zheng, Weisheng Li, Linghui Liu, Yucheng Shu, Yi Guo:
Rubik-Net: Learning Spatial Information via Rotation-Driven Convolutions for Brain Segmentation. 289-300 - Yue Zhou, Houjin Chen, Yanfeng Li, Xuyang Cao, Shu Wang, Dinggang Shen:
Cross-Model Attention-Guided Tumor Segmentation for 3D Automated Breast Ultrasound (ABUS) Images. 301-311 - Yuchen Yuan, Lei Zhang, Lituan Wang, Haiying Huang:
Multi-Level Attention Network for Retinal Vessel Segmentation. 312-323 - Bruno Silva, Inês Pessanha, Jorge Correia-Pinto, Jaime C. Fonseca, Sandro F. Queiros:
Automatic Assessment of Pectus Excavatum Severity From CT Images Using Deep Learning. 324-333 - Bangming Gong, Jing Shi, Xiangmin Han, Huan Zhang, Yuemin Huang, Liwei Hu, Jun Wang, Jun Du, Jun Shi:
Diagnosis of Infantile Hip Dysplasia With B-Mode Ultrasound via Two-Stage Meta-Learning Based Deep Exclusivity Regularized Machine. 334-344 - Xindi Hu, Limin Wang, Xin Yang, Xu Zhou, Wufeng Xue, Yan Cao, Shengfeng Liu, Yuhao Huang, Shuangping Guo, Ning Shang, Dong Ni, Ning Gu:
Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip. 345-358 - Yajie Chen, Dingkang Liang, Xiang Bai, Yongchao Xu, Xin Yang:
Cell Localization and Counting Using Direction Field Map. 359-368 - Lin Deng, Yuzhong Zhong, Maoning Wang, Xiujuan Zheng, Jianwei Zhang:
Scale-Adaptive Deep Model for Bacterial Raman Spectra Identification. 369-378 - Ying Xiong, Weihua Peng, Qingcai Chen, Zhengxing Huang, Buzhou Tang:
A Unified Machine Reading Comprehension Framework for Cohort Selection. 379-387 - Julian Theis, William L. Galanter, Andrew D. Boyd, Houshang Darabi:
Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture. 388-399 - Cristhyne León, Sandie Cabon, Hugues Patural, Géraldine Gascoin, Cyril Flamant, Jean-Michel Roué, Géraldine Favrais, Alain Beuchée, Patrick Pladys, Guy Carrault:
Evaluation of Maturation in Preterm Infants Through an Ensemble Machine Learning Algorithm Using Physiological Signals. 400-410 - Jie Chen, Yingru Chen, Jianqiang Li, Jia Wang, Zijie Lin, Asoke K. Nandi:
Stroke Risk Prediction With Hybrid Deep Transfer Learning Framework. 411-422 - Zina M. Ibrahim, Daniel Bean, Thomas Searle, Linglong Qian, Honghan Wu, Anthony Shek, Zeljko Kraljevic, James Galloway, Sam Norton, James T. Teo, Richard J. B. Dobson:
A Knowledge Distillation Ensemble Framework for Predicting Short- and Long-Term Hospitalization Outcomes From Electronic Health Records Data. 423-435 - John Daniels, Pau Herrero, Pantelis Georgiou:
A Multitask Learning Approach to Personalized Blood Glucose Prediction. 436-445 - Yulian Ding, Xiujuan Lei, Bo Liao, Fang-Xiang Wu:
Predicting miRNA-Disease Associations Based On Multi-View Variational Graph Auto-Encoder With Matrix Factorization. 446-457 - Chuan-Yuan Wang, Ying-Lian Gao, Xiang-Zhen Kong, Jin-Xing Liu, Chun-Hou Zheng:
Unsupervised Cluster Analysis and Gene Marker Extraction of scRNA-seq Data Based On Non-Negative Matrix Factorization. 458-467 - Avishek Choudhury, Onur Asan, Turki Alelyani:
Exploring the Role of the Internet, Care Quality and Communication in Shaping Mental Health: Analysis of the Health Information National Trends Survey. 468-477 - Wanyi Fu, Shobhit Sharma, Ehsan Abadi, Alexandros-Stavros Iliopoulos, Qi Wang, Joseph Y. Lo, Xiaobai Sun, William Paul Segars, Ehsan Samei:
Corrections to "iPhantom: A Framework for Automated Creation of Individualized Computational Phantoms and its Application to CT Organ Dosimetry". 478
Volume 26, Number 2, February 2022
- Xiaofang Xia, Yang Liu, Bo Yang, Yingfan Liu, Jiangtao Cui, Yinlong Zhang:
An Expectation Maximization Based Adaptive Group Testing Method for Improving Efficiency and Sensitivity of Large-Scale Screening of COVID-19. 482-493 - Cyprian Mataczynski, Agnieszka Kazimierska, Agnieszka Uryga, Malgorzata Burzynska, Andrzej Rusiecki, Magdalena Kasprowicz:
End-to-End Automatic Morphological Classification of Intracranial Pressure Pulse Waveforms Using Deep Learning. 494-504 - Maksym Gaiduk, Juan José Perea, Ralf Seepold, Natividad Martínez Madrid, Thomas Penzel, Martin Glos, Juan Antonio Ortega:
Estimation of Sleep Stages Analyzing Respiratory and Movement Signals. 505-514 - MohammadReza Mohebbian, Seyed Shahim Vedaei, Khan A. Wahid, Anh Dinh, Hamid Reza Marateb, Kouhyar Tavakolian:
Fetal ECG Extraction From Maternal ECG Using Attention-Based CycleGAN. 515-526 - Theekshana Dissanayake, Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes:
Geometric Deep Learning for Subject Independent Epileptic Seizure Prediction Using Scalp EEG Signals. 527-538 - María Dolores Peláez-Coca, Alberto Hernando, Jesús Lázaro, Eduardo Gil:
Impact of the PPG Sampling Rate in the Pulse Rate Variability Indices Evaluating Several Fiducial Points in Different Pulse Waveforms. 539-549 - Minsoo Yeo, Hoonsuk Byun, Jiyeon Lee, Jungick Byun, Hak-Young Rhee, Wonchul Shin, Heenam Yoon:
Respiratory Event Detection During Sleep Using Electrocardiogram and Respiratory Related Signals: Using Polysomnogram and Patch-Type Wearable Device Data. 550-560 - Marco Di Rienzo, Alberto Avolio, Giovannibattista Rizzo, Zeynep Melike Isilay, Luisa Cucugliato:
Multi-Site Pulse Transit Times, Beat-to-Beat Blood Pressure, and Isovolumic Contraction Time at Rest and Under Stressors. 561-571 - Teeranan Pokaprakarn, Rebecca Kitzmiller, J. Randall Moorman, Douglas E. Lake, Ashok Kumar Krishnamurthy, Michael R. Kosorok:
Sequence to Sequence ECG Cardiac Rhythm Classification Using Convolutional Recurrent Neural Networks. 572-580 - Jae Sang Heo, Rahim Soleymanpour, Jessica Lam, Daniel Goldberg, Edward Large, Sung Kyu Park, Insoo Kim:
Wide-Range Motion Recognition Through Insole Sensor Using Multi-Walled Carbon Nanotubes and Polydimethylsiloxane Composites. 581-588 - Yi Yang, Qiang Gao, Yu Song, Xiaolin Song, Zemin Mao, Junjie Liu:
Investigating of Deaf Emotion Cognition Pattern By EEG and Facial Expression Combination. 589-599 - Junfeng Gao, Lingyun Gu, Xiangde Min, Pan Lin, Chenhong Li, Quan Zhang, Nini Rao:
Brain Fingerprinting and Lie Detection: A Study of Dynamic Functional Connectivity Patterns of Deception Using EEG Phase Synchrony Analysis. 600-613 - Yue Zhang, Chengtao Peng, Liying Peng, Yingying Xu, Lanfen Lin, Ruofeng Tong, Zhiyi Peng, Xiongwei Mao, Hongjie Hu, Yen-Wei Chen, Jingsong Li:
DeepRecS: From RECIST Diameters to Precise Liver Tumor Segmentation. 614-625 - Yingxue Xu, Guihua Wen, Pei Yang, Baochao Fan, Yang Hu, Mingnan Luo, Changjun Wang:
Task-Coupling Elastic Learning for Physical Sign-Based Medical Image Classification. 626-637 - Zhizhe Liu, Zhenfeng Zhu, Shuai Zheng, Yang Liu, Jiayu Zhou, Yao Zhao:
Margin Preserving Self-Paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation. 638-647 - Changqing Yang, Xinxin Zhou, Weifang Zhu, Dehui Xiang, Zhongyue Chen, Jin Yuan, Xinjian Chen, Fei Shi:
Multi-Discriminator Adversarial Convolutional Network for Nerve Fiber Segmentation in Confocal Corneal Microscopy Images. 648-659 - Luca Tomasetti, Liv Jorunn Høllesli, Kjersti Engan, Kathinka Dæhli Kurz, Martin Wilhelm Kurz, Mahdieh Khanmohammadi:
Machine Learning Algorithms Versus Thresholding to Segment Ischemic Regions in Patients With Acute Ischemic Stroke. 660-672 - Jianhong Cheng, Min Gao, Jin Liu, Hailin Yue, Hulin Kuang, Jun Liu, Jianxin Wang:
Multimodal Disentangled Variational Autoencoder With Game Theoretic Interpretability for Glioma Grading. 673-684 - Rui Li, Qi Jiang:
A Photogrammetric Method for the Measurement of Three-Dimensional Cervical Range of Motion. 685-695 - Suil Jeon, Kyoung Min Lee, Seungbum Koo:
Anomalous Gait Feature Classification From 3-D Motion Capture Data. 696-703 - Yanan Shao, Hoda S. Hashemi, Paula Gordon, Linda Warren, Z. Jane Wang, Robert Rohling, Septimiu E. Salcudean:
Breast Cancer Detection Using Multimodal Time Series Features From Ultrasound Shear Wave Absolute Vibro-Elastography. 704-714 - Huiying Wen, Wei Zheng, Min Li, Qing Li, Qiang Liu, Jianhua Zhou, Zhong Liu, Xin Chen:
Multiparametric Quantitative US Examination of Liver Fibrosis: A Feature-Engineering and Machine-Learning Based Analysis. 715-726 - Rui Zhu, Xiongfei Li, Xiaoli Zhang, Jing Wang:
HID: The Hybrid Image Decomposition Model for MRI and CT Fusion. 727-739 - Charmaine Chia, Matteo Sesia, Chi-Sing Ho, Stefanie S. Jeffrey, Jennifer A. Dionne, Emmanuel J. Candès, Roger T. Howe:
Interpretable Classification of Bacterial Raman Spectra With Knockoff Wavelets. 740-748 - Yuzhou Zhuang, Hong Liu, Enmin Song, Guangzhi Ma, Xiangyang Xu, Chih-Cheng Hung:
APRNet: A 3D Anisotropic Pyramidal Reversible Network With Multi-Modal Cross-Dimension Attention for Brain Tissue Segmentation in MR Images. 749-761 - Hongxu Yang, Caifeng Shan, R. Arthur Bouwman, Lukas R. C. Dekker, Alexander F. Kolen, Peter H. N. de With:
Medical Instrument Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning. 762-773 - Yuqiang Zhang, Min Liu, Fuhao Yu, Tieyong Zeng, Yaonan Wang:
An O-Shape Neural Network With Attention Modules to Detect Junctions in Biomedical Images Without Segmentation. 774-785 - Jian-Wei Zhang, Wei Chen, K. Ina Ly, Xubin Zhang, Fan Yan, Justin Jordan, Gordon J. Harris, Scott Plotkin, Pengyi Hao, Wenli Cai:
DINs: Deep Interactive Networks for Neurofibroma Segmentation in Neurofibromatosis Type 1 on Whole-Body MRI. 786-797 - Pascal Lu, Olivier Colliot:
Multilevel Survival Modeling With Structured Penalties for Disease Prediction From Imaging Genetics Data. 798-808 - Breanna P. Swan, Maria E. Mayorga, Julie S. Ivy:
The SMART Framework: Selection of Machine Learning Algorithms With ReplicaTions - A Case Study on the Microvascular Complications of Diabetes. 809-817 - Niamh McCombe, Shuo Liu, Xuemei Ding, Girijesh Prasad, Magda Bucholc, David P. Finn, Stephen Todd, Paula L. McClean, KongFatt Wong-Lin:
Practical Strategies for Extreme Missing Data Imputation in Dementia Diagnosis. 818-827 - Yu Fu, Peng Xue, Meirong Ren, Enqing Dong:
Harmony Loss for Unbalanced Prediction. 828-839 - Yuzhen Zhang, Cheng Xie, Ling Xue, Yanyun Tao, Guoqi Yue, Bin Jiang:
A Post-Hoc Interpretable Ensemble Model to Feature Effect Analysis in Warfarin Dose Prediction for Chinese Patients. 840-851 - Lei Cao, Huijun Zhang, Ningyun Li, Xin Wang, Wisong Ri, Ling Feng:
Category-Aware Chronic Stress Detection on Microblogs. 852-864 - Wanqing Xie, Lizhong Liang, Yao Lu, Chen Wang, Jihong Shen, Hui Luo, Xiaofeng Liu:
Interpreting Depression From Question-Wise Long-Term Video Recording of SDS Evaluation. 865-875 - Zekai Wang, Bing Yao:
Multi-Branching Temporal Convolutional Network for Sepsis Prediction. 876-887 - Leixin Nie, Chao Li, Franck Marzani, Haibin Wang, François Thibouw, Alexis Bozorg Grayeli:
Classification of Wideband Tympanometry by Deep Transfer Learning With Data Augmentation for Automatic Diagnosis of Otosclerosis. 888-897 - Saleh Baghersalimi, Tomás Teijeiro, David Atienza, Amir Aminifar:
Personalized Real-Time Federated Learning for Epileptic Seizure Detection. 898-909 - Xue Hu, Ferdinando Rodriguez y Baena, Fabrizio Cutolo:
Head-Mounted Augmented Reality Platform for Markerless Orthopaedic Navigation. 910-921 - Seungwon Jung, Jaeuk Moon, Sungwoo Park, Eenjun Hwang:
Self-Attention-Based Deep Learning Network for Regional Influenza Forecasting. 922-933
Volume 26, Number 3, March 2022
- Shaohua Wan, Michele Nappi, Chen Chen, Stefano Berretti:
Guest Editorial Emerging IoT-Driven Smart Health: From Cloud to Edge. 937-938 - Xiao Zhang, Hongzheng Yu, Yang Yang, Jingjing Gu, Yujun Li, Fuzhen Zhuang, Dongxiao Yu, Zhaochun Ren:
HarMI: Human Activity Recognition Via Multi-Modality Incremental Learning. 939-951 - Peiqi Kang, Jinxuan Li, Bingfei Fan, Shuo Jiang, Peter B. Shull:
Wrist-Worn Hand Gesture Recognition While Walking via Transfer Learning. 952-961 - Luigi Di Biasi, Alessia Auriemma Citarella, Michele Risi, Genoveffa Tortora:
A Cloud Approach for Melanoma Detection Based on Deep Learning Networks. 962-972 - Priyan Malarvizhi Kumar, Choong Seon Hong, Fatemeh Afghah, Gunasekaran Manogaran, Keping Yu, Qiaozhi Hua, Jiechao Gao:
Clouds Proportionate Medical Data Stream Analytics for Internet of Things-Based Healthcare Systems. 973-982 - Ardhendu Sekhar, Soumen Biswas, Ranjay Hazra, Arun Kumar Sunaniya, Amrit Mukherjee, Lixia Yang:
Brain Tumor Classification Using Fine-Tuned GoogLeNet Features and Machine Learning Algorithms: IoMT Enabled CAD System. 983-991 - Dominik Klepl, Fei He, Min Wu, Matteo De Marco, Daniel J. Blackburn, Ptolemaios G. Sarrigiannis:
Characterising Alzheimer's Disease With EEG-Based Energy Landscape Analysis. 992-1000 - Mohammad Shahbakhti, Matin Beiramvand, Izabela Rejer, Piotr Augustyniak, Anna Broniec-Wójcik, Michal Wierzchon, Vaidotas Marozas:
Simultaneous Eye Blink Characterization and Elimination From Low-Channel Prefrontal EEG Signals Enhances Driver Drowsiness Detection. 1001-1012 - Domenico Minici, Guglielmo Cola, Antonella Giordano, Silvana Antoci, Elena Girardi, Mauro Di Bari, Marco Avvenuti:
Towards Automated Assessment of Frailty Status Using a Wrist-Worn Device. 1013-1022 - Amir Hossein Ansari, Kirubin Pillay, Anneleen Dereymaeker, Katrien Jansen, Sabine Van Huffel, Gunnar Naulaers, Maarten De Vos:
A Deep Shared Multi-Scale Inception Network Enables Accurate Neonatal Quiet Sleep Detection With Limited EEG Channels. 1023-1033 - Xiao Gu, Yao Guo, Guang-Zhong Yang, Benny Lo:
Cross-Domain Self-Supervised Complete Geometric Representation Learning for Real-Scanned Point Cloud Based Pathological Gait Analysis. 1034-1044 - Kosuke Fukumori, Noboru Yoshida, Hidenori Sugano, Madoka Nakajima, Toshihisa Tanaka:
Epileptic Spike Detection Using Neural Networks With Linear-Phase Convolutions. 1045-1056 - Rong Tao, Shulin Zhang, Yuexia Wang, Xianqiang Mi, Jian Ma, Chengxing Shen, Guoyan Zheng:
MCG-Net: End-to-End Fine-Grained Delineation and Diagnostic Classification of Cardiac Events From Magnetocardiographs. 1057-1067 - Ashirbad Pradhan, Jiayuan He, Ning Jiang:
Score, Rank, and Decision-Level Fusion Strategies of Multicode Electromyogram-Based Verification and Identification Biometrics. 1068-1079 - Yangqin Feng, Xinxing Xu, Yan Wang, Xiaofeng Lei, Soo Kng Teo, Jordan Zheng Ting Sim, Yonghan Ting, Liangli Zhen, Joey Tianyi Zhou, Yong Liu, Cher Heng Tan:
Deep Supervised Domain Adaptation for Pneumonia Diagnosis From Chest X-Ray Images. 1080-1090 - Qing Liu, Haotian Liu, Yang Zhao, Yixiong Liang:
Dual-Branch Network With Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation in Color Fundus Images. 1091-1102 - Huan Lao, Xuejun Zhang:
Regression and Classification of Alzheimer's Disease Diagnosis Using NMF-TDNet Features From 3D Brain MR Image. 1103-1115 - Meng Wang, Huiyan Jiang, Tianyu Shi, Yu-Dong Yao:
HD-RDS-UNet: Leveraging Spatial-Temporal Correlation Between the Decoder Feature Maps for Lymphoma Segmentation. 1116-1127 - Xiaofeng Liu, Fangxu Xing, Chao Yang, Chung-Chieh Jay Kuo, Suma Babu, Georges El Fakhri, Thomas Jenkins, Jonghye Woo:
VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI. 1128-1139 - Xiangyu Li, Gongning Luo, Wei Wang, Kuanquan Wang, Yue Gao, Shuo Li:
Hematoma Expansion Context Guided Intracranial Hemorrhage Segmentation and Uncertainty Estimation. 1140-1151 - Trinh Thi Le Vuong, Boram Song, Kyungeun Kim, Yong M. Cho, Jin Tae Kwak:
Multi-Scale Binary Pattern Encoding Network for Cancer Classification in Pathology Images. 1152-1163 - Zhao Yin, Victor Geraedts, Ziqi Wang, Maria Fiorella Contarino, Hamdi Dibeklioglu, Jan van Gemert:
Assessment of Parkinson's Disease Severity From Videos Using Deep Architectures. 1164-1176 - Yuting He, Tiantian Li, Rongjun Ge, Jian Yang, Youyong Kong, Jian Zhu, Huazhong Shu, Guanyu Yang, Shuo Li:
Few-Shot Learning for Deformable Medical Image Registration With Perception-Correspondence Decoupling and Reverse Teaching. 1177-1187 - Vassilis Tsafas, Iason Oikonomidis, Evangelia Gavgiotaki, Eleftheria Tzamali, Georgios Tzedakis, Costas Fotakis, Irene Athanassakis, George Filippidis:
Application of a Deep-Learning Technique to Non-Linear Images From Human Tissue Biopsies for Shedding New Light on Breast Cancer Diagnosis. 1188-1195 - Zhanlan Chen, Xiuying Wang, Jing Huang, Jie Lu, Jiangbin Zheng:
Deep Attention and Graphical Neural Network for Multiple Sclerosis Lesion Segmentation From MR Imaging Sequences. 1196-1207 - Chao Chen, Zhihong Chen, Xinyu Jin, Lanjuan Li, William Speier, Corey W. Arnold:
Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment. 1208-1218 - Junzhong Ji, Zhihui Chen, Cuicui Yang:
Convolutional Neural Network With Sparse Strategies to Classify Dynamic Functional Connectivity. 1219-1228 - Xiaohui Du, Xiangzhou Wang, Guangming Ni, Jing Zhang, Ruqian Hao, Jiaxi Zhao, Xudong Wang, Juanxiu Liu, Lin Liu:
SDoF-Net: Super Depth of Field Network for Cell Detection in Leucorrhea Micrograph. 1229-1238 - Yifan Wang, Zhaori Bi, Yuxue Xie, Tao Wu, Xuan Zeng, Shuang Chen, Dian Zhou:
Learning From Highly Confident Samples for Automatic Knee Osteoarthritis Severity Assessment: Data From the Osteoarthritis Initiative. 1239-1250 - Ruikun Li, Yi-Jie Huang, Huai Chen, Xiaoqing Liu, Yizhou Yu, Dahong Qian, Lisheng Wang:
3D Graph-Connectivity Constrained Network for Hepatic Vessel Segmentation. 1251-1262 - Kechen Shu, Shitong Mao, James L. Coyle, Ervin Sejdic:
Improving Non-Invasive Aspiration Detection With Auxiliary Classifier Wasserstein Generative Adversarial Networks. 1263-1272 - Chae Hwa Yoo, Hyang Woon Lee, Je-Won Kang:
Transferring Structured Knowledge in Unsupervised Domain Adaptation of a Sleep Staging Network. 1273-1284 - Alan David Kaplan, Qi Cheng, K. Aditya Mohan, Lindsay D. Nelson, Sonia Jain, Harvey Levin, Abel Torres-Espin, Austin Chou, J. Russell Huie, Adam R. Ferguson, Michael A. McCrea, Joseph Giacino, Shivshankar Sundaram, Amy J. Markowitz, Geoffrey T. Manley:
Mixture Model Framework for Traumatic Brain Injury Prognosis Using Heterogeneous Clinical and Outcome Data. 1285-1296 - Laura Symul, Susan P. Holmes:
Labeling Self-Tracked Menstrual Health Records With Hidden Semi-Markov Models. 1297-1308 - Olutomilayo Olayemi Petinrin, Xiangtao Li, Ka-Chun Wong:
Particle Swarm Optimized Gaussian Process Classifier for Treatment Discontinuation Prediction in Multicohort Metastatic Castration-Resistant Prostate Cancer Patients. 1309-1317 - Eunji Kim, Seonghwan Park, Seunghyeon Hwang, Inkyu Moon, Bahram Javidi:
Deep Learning-Based Phenotypic Assessment of Red Cell Storage Lesions for Safe Transfusions. 1318-1328 - Danit Itzkovich, Yarden Sharon, Anthony M. Jarc, Yael Refaely, Ilana Nisky:
Generalization of Deep Learning Gesture Classification in Robotic-Assisted Surgical Data: From Dry Lab to Clinical-Like Data. 1329-1340 - Zhengguang Li, Heng Chen, Ruihua Qi, Hongfei Lin, Huayue Chen:
DocR-BERT: Document-Level R-BERT for Chemical-Induced Disease Relation Extraction via Gaussian Probability Distribution. 1341-1352 - Tommy Peng, Avinash Malik, Laura R. Bear, Mark L. Trew:
Impulse Data Models for the Inverse Problem of Electrocardiography. 1353-1361 - Yiming Xu, Xiaohong Liu, Liyan Pan, Xiaojian Mao, Huiying Liang, Guangyu Wang, Ting Chen:
Explainable Dynamic Multimodal Variational Autoencoder for the Prediction of Patients With Suspected Central Precocious Puberty. 1362-1373 - Alberto Blanco, Alicia Pérez, Arantza Casillas:
Exploiting ICD Hierarchy for Classification of EHRs in Spanish Through Multi-Task Transformers. 1374-1383 - Wei Peng, Tielin Chen, Wei Dai:
Predicting Drug Response Based on Multi-Omics Fusion and Graph Convolution. 1384-1393 - Wei Zhang, Xiaoli Xue, Xiaoying Zheng, Zizhu Fan:
NMFLRR: Clustering scRNA-Seq Data by Integrating Nonnegative Matrix Factorization With Low Rank Representation. 1394-1405
Volume 26, Number 4, April 2022
- Sabah Mohammed, Tai-Hoon Kim, Ruay-Shiung Chang, Carlos Ramos:
Guest Editorial: Data Analytics for Public Health Care. 1409-1410 - Tingting Chen, Xuechen Liu, Ruiwei Feng, Wenzhe Wang, Chunnv Yuan, Weiguo Lu, Haizhen He, Honghao Gao, Haochao Ying, Danny Z. Chen, Jian Wu:
Discriminative Cervical Lesion Detection in Colposcopic Images With Global Class Activation and Local Bin Excitation. 1411-1421 - Yuanda Zhu, Ying Sha, Hang Wu, Mai Li, Ryan A. Hoffman, May D. Wang:
Proposing Causal Sequence of Death by Neural Machine Translation in Public Health Informatics. 1422-1431 - Iman Beheshti, M. A. Ganaie, Vardhan Paliwal, Aryan Rastogi, Imran Razzak, Muhammad Tanveer:
Predicting Brain Age Using Machine Learning Algorithms: A Comprehensive Evaluation. 1432-1440 - Antonio Gómez Expósito, José Antonio Rosendo-Macías, Miguel A. González-Cagigal:
Monitoring and Tracking the Evolution of a Viral Epidemic Through Nonlinear Kalman Filtering: Application to the COVID-19 Case. 1441-1452 - Muhammad Tanveer, Ashraf Haroon Rashid, M. A. Ganaie, Motahar Reza, Imran Razzak, Kai-Lung Hua:
Classification of Alzheimer's Disease Using Ensemble of Deep Neural Networks Trained Through Transfer Learning. 1453-1463 - R. Elakkiya, V. Subramaniyaswamy, V. Vijayakumar, Aniket Mahanti:
Cervical Cancer Diagnostics Healthcare System Using Hybrid Object Detection Adversarial Networks. 1464-1471 - Yi Feng, Xianglin Wang, Juan Zhang:
A Heterogeneous Ensemble Learning Method For Neuroblastoma Survival Prediction. 1472-1483 - Yibo Feng, Xu Yang, Dawei Qiu, Huan Zhang, Dejian Wei, Jing Liu:
PCXRNet: Pneumonia Diagnosis From Chest X-Ray Images Using Condense Attention Block and Multiconvolution Attention Block. 1484-1495 - Abhinav Dhere, Jayanthi Sivaswamy:
COVID Detection From Chest X-Ray Images Using Multi-Scale Attention. 1496-1505 - Chia-Feng Juang, Guan-Ren Pan, Chih-Yu Wen, Kai-Ming Chang, Ming-Feng Wu, Wei-Chang Huang:
A Fuzzy Neural Network Model for Rapid Prediction of Optimal Positive Airway Pressures in OSAS Patients. 1506-1515 - Ali Akbari, Jonathan Martinez, Roozbeh Jafari:
A Meta-Learning Approach for Fast Personalization of Modality Translation Models in Wearable Physiological Sensing. 1516-1527 - Pulkit Sharma, Farah E. Shamout, Vinayak Abrol, David A. Clifton:
Data Pre-Processing Using Neural Processes for Modeling Personalized Vital-Sign Time-Series Data. 1528-1537 - Pedro Marinho R. de Oliveira, José Henrique de Morais Goulart, Carlos Alexandre R. Fernandes, Vicente Zarzoso:
Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition With Löwner Constraints. 1538-1548 - Jingyi Zheng, Mingli Liang, Sujata Sinha, Linqiang Ge, Wei Yu, Arne D. Ekstrom, Fushing Hsieh:
Time-Frequency Analysis of Scalp EEG With Hilbert-Huang Transform and Deep Learning. 1549-1559 - Narayan Schütz, Angela Botros, Sami Ben Hassen, Hugo Saner, Philipp Buluschek, Prabitha Urwyler, Bruno Pais, Valérie Santschi, Daniel Gatica-Perez, René M. Müri, Tobias Nef:
A Sensor-Driven Visit Detection System in Older Adults' Homes: Towards Digital Late-Life Depression Marker Extraction. 1560-1569 - Yi Ding, Wei Zheng, Ji Geng, Zhen Qin, Kim-Kwang Raymond Choo, Zhiguang Qin, Xiaolin Hou:
MVFusFra: A Multi-View Dynamic Fusion Framework for Multimodal Brain Tumor Segmentation. 1570-1581 - Jintao Lu, Xi Ouyang, Xueda Shen, Tianjiao Liu, Zhiming Cui, Qian Wang, Dinggang Shen:
GAN-Guided Deformable Attention Network for Identifying Thyroid Nodules in Ultrasound Images. 1582-1590 - Zeyu Fu, Jianbo Jiao, Michael Suttie, J. Alison Noble:
Facial Anatomical Landmark Detection Using Regularized Transfer Learning With Application to Fetal Alcohol Syndrome Recognition. 1591-1601 - Zhengdong Wang, Biao Jie, Chunxiang Feng, Taochun Wang, Weixin Bian, Xintao Ding, Wen Zhou, Mingxia Liu:
Distribution-Guided Network Thresholding for Functional Connectivity Analysis in fMRI-Based Brain Disorder Identification. 1602-1613 - Paria Jeihouni, Omid Dehzangi, Annahita Amireskandari, Ali Rezai, Nasser M. Nasrabadi:
MultiSDGAN: Translation of OCT Images to Superresolved Segmentation Labels Using Multi-Discriminators in Multi-Stages. 1614-1627 - Qiqi Bao, Shiyu Mi, Bowen Gang, Wenming Yang, Jie Chen, Qingmin Liao:
MDAN: Mirror Difference Aware Network for Brain Stroke Lesion Segmentation. 1628-1639 - Gongbo Liang, Connor Greenwell, Yu Zhang, Xin Xing, Xiaoqin Wang, Ramakanth Kavuluru, Nathan Jacobs:
Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging. 1640-1649 - Karen Panetta, Rahul Rajendran, Aruna Ramesh, Shishir Paramathma Rao, Sos S. Agaian:
Tufts Dental Database: A Multimodal Panoramic X-Ray Dataset for Benchmarking Diagnostic Systems. 1650-1659 - Yuhan Zhang, Xiao Ma, Mingchao Li, Zexuan Ji, Songtao Yuan, Qiang Chen:
LamNet: A Lesion Attention Maps-Guided Network for the Prediction of Choroidal Neovascularization Volume in SD-OCT Images. 1660-1671 - Xuenan Liu, Xuezhi Yang, Dingliang Wang, Alexander Wong, Likun Ma, Longwei Li:
VidAF: A Motion-Robust Model for Atrial Fibrillation Screening From Facial Videos. 1672-1683 - Yunxiang Li, Guodong Zeng, Yifan Zhang, Jun Wang, Qun Jin, Lingling Sun, Qianni Zhang, Qisi Lian, Guiping Qian, Neng Xia, Ruizi Peng, Kai Tang, Shuai Wang, Yaqi Wang:
AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy. 1684-1695 - Pan Huang, Xiaoheng Tan, Xiaoli Zhou, Shuxian Liu, Francesco Mercaldo, Antonella Santone:
FABNet: Fusion Attention Block and Transfer Learning for Laryngeal Cancer Tumor Grading in P63 IHC Histopathology Images. 1696-1707 - Yazdan Batmani, Shadi Khodakaramzadeh, Parham Moradi:
Automatic Artificial Pancreas Systems Using an Intelligent Multiple-Model PID Strategy. 1708-1717 - Jia Zeng, Yu Zhou, Yicheng Yang, Jipeng Yan, Honghai Liu:
Fatigue-Sensitivity Comparison of sEMG and A-Mode Ultrasound based Hand Gesture Recognition. 1718-1725 - Nader Naghavi, Eric Wade:
Towards Real-Time Prediction of Freezing of Gait in Patients With Parkinson's Disease: A Novel Deep One-Class Classifier. 1726-1736 - Xiao Luo, Priyanka Gandhi, Susan Storey, Kun Huang:
A Deep Language Model for Symptom Extraction From Clinical Text and its Application to Extract COVID-19 Symptoms From Social Media. 1737-1748 - Ashwin Narayan, Francisco Anaya Reyes, Meifeng Ren, Haoyong Yu:
Real-Time Hierarchical Classification of Time Series Data for Locomotion Mode Detection. 1749-1760 - Anshul Thakur, Pulkit Sharma, David A. Clifton:
Dynamic Neural Graphs Based Federated Reptile for Semi-Supervised Multi-Tasking in Healthcare Applications. 1761-1772 - Giorgio Grani, Lorenzo Madeddu, Paola Velardi:
A Network-Based Analysis of Disease Modules From a Taxonomic Perspective. 1773-1781 - Jiahao Fan, Xinyu Jiang, Xiangyu Liu, Xian Zhao, Xinming Ye, Chenyun Dai, Metin Akay, Wei Chen:
Cancelable HD-SEMG Biometric Identification via Deep Feature Learning. 1782-1793 - Ahcène Boubekki, Jonas Nordhaug Myhre, Luigi Tommaso Luppino, Karl Øyvind Mikalsen, Arthur Revhaug, Robert Jenssen:
Clinically Relevant Features for Predicting the Severity of Surgical Site Infections. 1794-1801 - Chang Sik Son, Won-Seok Kang, Jong-Ha Lee, Kyoung Ja Moon:
Machine Learning to Identify Psychomotor Behaviors of Delirium for Patients in Long-Term Care Facility. 1802-1814 - Pavlo Yevtushenko, Leonid Goubergrits, Lina Gundelwein, Arnaud A. A. Setio, Heiko Ramm, Hans Lamecker, Tobias Heimann, Alexander Meyer, Titus Kühne, Marie Schafstedde:
Deep Learning Based Centerline-Aggregated Aortic Hemodynamics: An Efficient Alternative to Numerical Modeling of Hemodynamics. 1815-1825 - Chenyang Sun, Kaiya Chu, Qing Miao, Ping Li, Wenjuan Zhong, Shichen Qi, Mingming Zhang:
Bilateral Asymmetry of Hand Force Production in Dynamic Physically-Coupled Tasks. 1826-1834 - Rong Wang, Xiaoli Su, Zhao Chang, Pan Lin, Ying Wu:
Flexible Brain Transitions Between Hierarchical Network Segregation and Integration Associated With Cognitive Performance During a Multisource Interference Task. 1835-1846 - Ian McLane, Eline Lauwers, Toon Stas, Ilene Busch-Vishniac, Kris Ides, Stijn Verhulst, Jan Steckel:
Comprehensive Analysis System for Automated Respiratory Cycle Segmentation and Crackle Peak Detection. 1847-1860 - Han Yu, Zi-Ang Shen, Pu-Feng Du:
NPI-RGCNAE: Fast Predicting ncRNA-Protein Interactions Using the Relational Graph Convolutional Network Auto-Encoder. 1861-1871 - Cui-Na Jiao, Jin-Xing Liu, Juan Wang, Junliang Shang, Chun-Hou Zheng:
Visualization and Analysis of Single Cell RNA-Seq Data by Maximizing Correntropy Based Non-Negative Low Rank Representation. 1872-1882 - Siguo Wang, Ying He, Zhanheng Chen, Qinhu Zhang:
FCNGRU: Locating Transcription Factor Binding Sites by Combing Fully Convolutional Neural Network With Gated Recurrent Unit. 1883-1890 - Ping Xuan, Kaimiao Hu, Hui Cui, Tiangang Zhang, Toshiya Nakaguchi:
Learning Multi-Scale Heterogeneous Representations and Global Topology for Drug-Target Interaction Prediction. 1891-1902 - Shuo Zhang, Jing Wang, Lulu Pei, Kai Liu, Yuan Gao, Hui Fang, Rui Zhang, Lu Zhao, Shilei Sun, Jun Wu, Bo Song, Honghua Dai, Runzhi Li, Yuming Xu:
Interpretability Analysis of One-Year Mortality Prediction for Stroke Patients Based on Deep Neural Network. 1903-1910
Volume 26, Number 5, May 2022
- Fazlullah Khan, Houbing Song, Mian Ahmed Jan, Mohamed Elhoseny:
Guest Editorial A Secured and Privacy-Preserved Smart Health Monitoring and Improvement System. 1914-1916 - Guangjun Wu, Shupeng Wang, Zhaolong Ning, Bingqing Zhu:
Privacy-Preserved Electronic Medical Record Exchanging and Sharing: A Blockchain-Based Smart Healthcare System. 1917-1927 - Xu Yu, Dingjia Zhan, Lei Liu, Hongwu Lv, Lingwei Xu, Junwei Du:
A Privacy-Preserving Cross-Domain Healthcare Wearables Recommendation Algorithm Based on Domain-Dependent and Domain-Independent Feature Fusion. 1928-1936 - Hemant Ghayvat, Sharnil Pandya, Pronaya Bhattacharya, Mohd. Zuhair, Mamoon Rashid, Saqib Hakak, Kapal Dev:
CP-BDHCA: Blockchain-Based Confidentiality-Privacy Preserving Big Data Scheme for Healthcare Clouds and Applications. 1937-1948 - Hang Li, Keping Yu, Bin Liu, Chaosheng Feng, Zhiguang Qin, Gautam Srivastava:
An Efficient Ciphertext-Policy Weighted Attribute-Based Encryption for the Internet of Health Things. 1949-1960 - Maryam Ebrahimi, Mohammad Sayad Haghighi, Alireza Jolfaei, Nasrin Shamaeian, Mohammad Hesam Tadayon:
A Secure and Decentralized Trust Management Scheme for Smart Health Systems. 1961-1968 - Sudarshan Nandy, Mainak Adhikari, Mohammad Ayoub Khan, Varun G. Menon, Sandeep Verma:
An Intrusion Detection Mechanism for Secured IoMT Framework Based on Swarm-Neural Network. 1969-1976 - Hu Xiong, Chuanjie Jin, Mamoun Alazab, Kuo-Hui Yeh, Hanxiao Wang, Thippa Reddy Gadekallu, Weizheng Wang, Chunhua Su:
On the Design of Blockchain-Based ECDSA With Fault-Tolerant Batch Verification Protocol for Blockchain-Enabled IoMT. 1977-1986 - Jiun-Da Lin, Hung-Hsiang Lin, Jilyan Bianca Dy, Jun-Cheng Chen, Mohammad Tanveer, Imran Razzak, Kai-Lung Hua:
Lightweight Face Anti-Spoofing Network for Telehealth Applications. 1987-1996 - Ashwin Verma, Pronaya Bhattacharya, Mohd. Zuhair, Sudeep Tanwar, Neeraj Kumar:
VaCoChain: Blockchain-Based 5G-Assisted UAV Vaccine Distribution Scheme for Future Pandemics. 1997-2007 - Masood Habib, Zhelong Wang, Sen Qiu, Hongyu Zhao, Aparna S. Murthy:
Machine Learning Based Healthcare System for Investigating the Association Between Depression and Quality of Life. 2008-2019 - Xiong Li, Shanpeng Liu, Rongxing Lu, Muhammad Khurram Khan, Ke Gu, Xiaosong Zhang:
An Efficient Privacy-Preserving Public Auditing Protocol for Cloud-Based Medical Storage System. 2020-2031 - Muhammad Usman Abbasi, Mohsin Kamal, Muhammad Tariq:
Improved and Secured Electromyography in the Internet of Health Things. 2032-2040 - Yangyang Bao, Weidong Qiu, Peng Tang, Xiaochun Cheng:
Efficient, Revocable, and Privacy-Preserving Fine-Grained Data Sharing With Keyword Search for the Cloud-Assisted Medical IoT System. 2041-2051 - Gianfranco Lombardo, Mattia Pellegrino, Michele Tomaiuolo, Stefano Cagnoni, Monica Mordonini, Mario Giacobini, Agostino Poggi:
Fine-Grained Agent-Based Modeling to Predict Covid-19 Spreading and Effect of Policies in Large-Scale Scenarios. 2052-2062 - Li Zhu, Viswam Nathan, Jilong Kuang, Jacob Kim, Robert Avram, Jeffrey E. Olgin, Jun Alex Gao:
Atrial Fibrillation Detection and Atrial Fibrillation Burden Estimation via Wearables. 2063-2074 - Weinan Wang, Pedram Mohseni, Kevin L. Kilgore, Laleh Najafizadeh:
Cuff-Less Blood Pressure Estimation From Photoplethysmography via Visibility Graph and Transfer Learning. 2075-2085 - Jinxuan Li, Peiqi Kang, Tian Tan, Peter B. Shull:
Transfer Learning Improves Accelerometer-Based Child Activity Recognition via Subject-Independent Adult-Domain Adaption. 2086-2095 - Serj Haddad, Assim Boukhayma, Antonino Caizzone:
Continuous PPG-Based Blood Pressure Monitoring Using Multi-Linear Regression. 2096-2105 - Chen Chen, Yang Yu, Xinjun Sheng, Xiangyang Zhu:
Non-Invasive Analysis of Motor Unit Activation During Simultaneous and Continuous Wrist Movements. 2106-2115 - Jing Nie, Lulu Zhang, Jia Liu, Yaqin Wang:
Pulse Taking by a Piezoelectric Film Sensor via Mode Energy Ratio Analysis Helps Identify Pregnancy Status. 2116-2123 - Honorine Niyigena Ingabire, Kangjia Wu, Joan Toluwani Amos, Sixuan He, Xiaohang Peng, Wenan Wang, Min Li, Jinying Chen, Yukun Feng, Nini Rao, Peng Ren:
Analysis of ECG Signals by Dynamic Mode Decomposition. 2124-2135 - Oishee Mazumder, Rohan Banerjee, Dibyendu Roy, Sakyajit Bhattacharya, Avik Ghose, Aniruddha Sinha:
Synthetic PPG Signal Generation to Improve Coronary Artery Disease Classification: Study With Physical Model of Cardiovascular System. 2136-2146 - Lijuan Duan, Zeyu Wang, Yuanhua Qiao, Yue Wang, Zhaoyang Huang, Baochang Zhang:
An Automatic Method for Epileptic Seizure Detection Based on Deep Metric Learning. 2147-2157 - Chengcheng Shan, Jiawen Hu, Jincheng Zou, Aili Zhang:
Wearable Personal Core Body Temperature Measurement Considering Individual Differences and Dynamic Tissue Blood Perfusion. 2158-2168 - Jeonghee Kim, Thomas Wichmann, Omer T. Inan, Stephen P. DeWeerth:
Fitts' Law Based Performance Metrics to Quantify Tremor in Individuals With Essential Tremor. 2169-2179 - K. Aditya Mohan, Alan David Kaplan:
AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning. 2180-2191 - Usman Ghafoor, Dalin Yang, Keum-Shik Hong:
Neuromodulatory Effects of HD-tACS/tDCS on the Prefrontal Cortex: A Resting-State fNIRS-EEG Study. 2192-2203 - Yi Jiang, Weixun Chen, Min Liu, Yaonan Wang, Erik Meijering:
DeepRayburst for Automatic Shape Analysis of Tree-Like Structures in Biomedical Images. 2204-2215 - Xiaofei Wang, Mai Xu, Jicong Zhang, Lai Jiang, Liu Li, Mengxian He, Ningli Wang, Hanruo Liu, Zulin Wang:
Joint Learning of Multi-Level Tasks for Diabetic Retinopathy Grading on Low-Resolution Fundus Images. 2216-2227 - Feiyan Li, Weisheng Li, Xinbo Gao, Bin Xiao:
A Novel Framework With Weighted Decision Map Based on Convolutional Neural Network for Cardiac MR Segmentation. 2228-2239 - Shuai Li, Yuting Guo, Zhennan Pang, Wenfeng Song, Aimin Hao, Bin Xia, Hong Qin:
Automatic Dental Plaque Segmentation Based on Local-to-Global Features Fused Self-Attention Network. 2240-2251 - Abhishek Srivastava, Debesh Jha, Sukalpa Chanda, Umapada Pal, Håvard D. Johansen, Dag Johansen, Michael A. Riegler, Sharib Ali, Pål Halvorsen:
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation. 2252-2263 - Xiaoming Qi, Yuting He, Guanyu Yang, Yang Chen, Jian Yang, Wangyag Liu, Yinsu Zhu, Yi Xu, Huazhong Shu, Shuo Li:
MVSGAN: Spatial-Aware Multi-View CMR Fusion for Accurate 3D Left Ventricular Myocardium Segmentation. 2264-2275 - Asha Das, Vinod Kumar Devarampati, Madhu S. Nair:
NAS-SGAN: A Semi-Supervised Generative Adversarial Network Model for Atypia Scoring of Breast Cancer Histopathological Images. 2276-2287 - Andrea Sabo, Sina Mehdizadeh, Andrea Iaboni, Babak Taati:
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults With Dementia. 2288-2298 - Fatemeh Hasanzadeh, Maryam Mohebbi, Reza Rostami:
A Nonlinear Effective Connectivity Measure Based on Granger Causality and Volterra Series. 2299-2307 - Jiyang Wang, Trevor Grant, Senem Velipasalar, Baocheng Geng, Leanne M. Hirshfield:
Taking a Deeper Look at the Brain: Predicting Visual Perceptual and Working Memory Load From High-Density fNIRS Data. 2308-2319 - Zhou-Xuan Li, Yue-Ming Zha, Guang-Yun Jiang, Yao-Xiong Huang:
AI Aided Analysis on Saliva Crystallization of Pregnant Women for Accurate Estimation of Delivery Date and Fetal Status. 2320-2330 - Konstantinos P. Exarchos, Agapi Aggelopoulou, Aikaterini Oikonomou, Theodora Biniskou, Vasiliki Beli, Eirini Antoniadou, Konstantinos Kostikas:
Review of Artificial Intelligence Techniques in Chronic Obstructive Lung Disease. 2331-2338 - Javier Gálvez-Goicurla, Josué Pagán, Ana Beatriz Gago Veiga, José Manuel Moya, José L. Ayala:
Cluster-Then-Classify Methodology for the Identification of Pain Episodes in Chronic Diseases. 2339-2350 - Haodi Zhong, Grigorios Loukides, Solon P. Pissis:
Clustering Demographics and Sequences of Diagnosis Codes. 2351-2359 - Irfan Aygün, Buket Kaya, Mehmet Kaya:
Aspect Based Twitter Sentiment Analysis on Vaccination and Vaccine Types in COVID-19 Pandemic With Deep Learning. 2360-2369 - Jiawei Luo, Yi Liu, Pei Liu, Zihan Lai, Hao Wu:
Data Integration Using Tensor Decomposition for the Prediction of miRNA-Disease Associations. 2370-2378 - Qian Zhao, Jiaqi Ma, Yu Wang, Fang Xie, Zhibin Lv, Yaoqun Xu, Hua Shi, Ke Han:
Mul-SNO: A Novel Prediction Tool for S-Nitrosylation Sites Based on Deep Learning Methods. 2379-2387 - Marios Prasinos, Ioannis Basdekis, Marco Anisetti, George Spanoudakis, Dimitrios D. Koutsouris, Ernesto Damiani:
A Modelling Framework for Evidence-Based Public Health Policy Making. 2388-2399
Volume 26, Number 6, June 2022
- Zhihan Lv, Jaime Lloret, Houbing Song:
Editorial Augmented Reality for Bioinformatics. 2403-2404 - Zhaoyang Liu, Yuteng Xiao, Hongsheng Yin, Xiaodan Li, Shutao Chen, Kaijian Xia, Lin Zhang:
BDBB: A Novel Beta-Distribution-Based Biclustering Algorithm for Revealing Local Co-Methylation Patterns in Epi-Transcriptome Profiling Data. 2405-2416 - Youcef Djenouri, Asma Belhadi, Gautam Srivastava, Jerry Chun-Wei Lin:
Secure Collaborative Augmented Reality Framework for Biomedical Informatics. 2417-2424 - Xin-Chi Shi, Yan Zhang, Ting Wang, Xiang-Chen Wang, Haibin Lv, Pedro Laborda, Tingting Duan:
Metabolic and Transcriptional Analysis of Recombinant Saccharomyces Cerevisiae for Xylose Fermentation: A Feasible and Efficient Approach. 2425-2434 - Le Sun, Zhaoyi Zhong, Zhiguo Qu, Neil N. Xiong:
PerAE: An Effective Personalized AutoEncoder for ECG-Based Biometric in Augmented Reality System. 2435-2446 - Li Feng, Feng Wang, Jian Zhang, Yong Tang, Jing Zhao, Lisha Zhou, Jiayan Wang, Dongliang Guo, Amit Kumar Singh:
Particle-Based Calculation and Visualization of Protein Cavities Using SES Models. 2447-2457 - Chunfeng Ma, Xin Li, Zebin Zhao, Feng Liu, Kun Zhang, Adan Wu, Xiaowei Nie:
Understanding Dynamics of Pandemic Models to Support Predictions of COVID-19 Transmission: Parameter Sensitivity Analysis of SIR-Type Models. 2458-2468 - Gang Li, Mark McGill, Stephen A. Brewster, Chao Ping Chen, Joaquin A. Anguera, Adam Gazzaley, Frank E. Pollick:
Multimodal Biosensing for Vestibular Network-Based Cybersickness Detection. 2469-2480 - Michael Chan, Venu G. Ganti, Omer T. Inan:
Respiratory Rate Estimation Using U-Net-Based Cascaded Framework From Electrocardiogram and Seismocardiogram Signals. 2481-2492 - Jia Wen Li, Shovan Barma, Peng Un Mak, Fei Chen, Cheng Li, Ming Tao Li, Mang I Vai, Sio-Hang Pun:
Single-Channel Selection for EEG-Based Emotion Recognition Using Brain Rhythm Sequencing. 2493-2503 - Hua Fang, Jing Jin, Ian Daly, Xingyu Wang:
Feature Extraction Method Based on Filter Banks and Riemannian Tangent Space in Motor-Imagery BCI. 2504-2514 - Xupeng Lu, Shijie Sun, Kangqi Liu, Jiangtao Sun, Lijun Xu:
Development of a Wearable Gesture Recognition System Based on Two-Terminal Electrical Impedance Tomography. 2515-2523 - Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos Abreu Ferreira, Alípio Mário Jorge, Sandra da Silva Mattos, Thamine Hatem, Thiago Tavares, Andoni Elola, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford, Miguel T. Coimbra:
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. 2524-2535 - Yi Sun, Zhe Zhang, Ioannis Kakkos, George K. Matsopoulos, Jingjia Yuan, John Suckling, Luoyi Xu, Shuxia Cao, Wenjuan Chen, Xingyue Hu, Tao Li, Kang Sim, Peng Qi, Yu Sun:
Inferring the Individual Psychopathologic Deficits With Structural Connectivity in a Longitudinal Cohort of Schizophrenia. 2536-2546 - Zhitao Guo, Linlin Zhao, Jinli Yuan, Hengyong Yu:
MSANet: Multiscale Aggregation Network Integrating Spatial and Channel Information for Lung Nodule Detection. 2547-2558 - Zenghui Wang, Jun Zhang, Xiaochu Zhang, Peng Chen, Bing Wang:
Transformer Model for Functional Near-Infrared Spectroscopy Classification. 2559-2569 - Jiangdian Song, Shih-Cheng Huang, Brendan Kelly, Guanqun Liao, Jingyun Shi, Ning Wu, Weimin Li, Zaiyi Liu, Lei Cui, Matthew P. Lungren, Michael E. Moseley, Peng Gao, Jie Tian, Kristen W. Yeom:
Automatic Lung Nodule Segmentation and Intra-Nodular Heterogeneity Image Generation. 2570-2581 - Mingquan Lin, Mingjie Jiang, Mingbo Zhao, Eranga Ukwatta, James A. White, Bernard Chiu:
Cascaded Triplanar Autoencoder M-Net for Fully Automatic Segmentation of Left Ventricle Myocardial Scar From Three-Dimensional Late Gadolinium-Enhanced MR Images. 2582-2593 - Jindrich Brablik, Martina Ladrova, Dominik Vilimek, Jakub Kolarik, Radana Kahankova, Pavla Hanzlikova, Jan Nedoma, Khosrow Behbehani, Marcel Fajkus, Lubomir Vojtisek, Radek Martinek:
A Comparison of Alternative Approaches to MR Cardiac Triggering: A Pilot Study at 3 Tesla. 2594-2605 - Wenjie Liu, Lei Zhang, Guyu Dai, Xiangbin Zhang, Guangjun Li, Zhang Yi:
Deep Neural Network With Structural Similarity Difference and Orientation-Based Loss for Position Error Classification in the Radiotherapy of Graves' Ophthalmopathy Patients. 2606-2614 - Zhuo Kuang, Zengqiang Yan, Li Yu, Xianbo Deng, Yineng Hua, Shuyun Li:
Uncertainty-Aware Deep Learning With Cross-Task Supervision for PHE Segmentation on CT Images. 2615-2626 - Jacob T. Antunes, Marwa Ismail, Imran Hossain, Zhoumengdi Wang, Prateek Prasanna, Anant Madabhushi, Pallavi Tiwari, Satish E. Viswanath:
RADIomic Spatial TexturAl Descriptor (RADISTAT): Quantifying Spatial Organization of Imaging Heterogeneity Associated With Tumor Response to Treatment. 2627-2636 - Shiqiang Zheng, Xin Yang, Yifan Wang, Mingyue Ding, Wenguang Hou:
Unsupervised Cross-Modality Domain Adaptation Network for X-Ray to CT Registration. 2637-2647 - Jianan He, Guangquan Zhou, Shoujun Zhou, Yang Chen:
Online Hard Patch Mining Using Shape Models and Bandit Algorithm for Multi-Organ Segmentation. 2648-2659 - Zhenyu Lin, Wenjie Cai, Wentai Hou, Yayuan Chen, Bingzong Gao, Runzhi Mao, Liansheng Wang, Zirong Li:
CT-Guided Survival Prediction of Esophageal Cancer. 2660-2669 - Eleonora D'Arnese, Guido Walter Di Donato, Emanuele Del Sozzo, Martina Sollini, Donatella Sciuto, Marco Domenico Santambrogio:
On the Automation of Radiomics-Based Identification and Characterization of NSCLC. 2670-2679 - Yang Ma, Chaoyi Zhang, Mariano Cabezas, Yang Song, Zihao Tang, Dongnan Liu, Weidong Cai, Michael Barnett, Chenyu Wang:
Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications. 2680-2692 - Jing Zhao, Yongjun He, Si-Qi Zhao, Jinjie Huang, Wangmeng Zuo:
AL-Net: Attention Learning Network Based on Multi-Task Learning for Cervical Nucleus Segmentation. 2693-2702 - Richard Jiang, Paul L. Chazot, Nicola Pavese, Danny Crookes, Ahmed Bouridane, M. Emre Celebi:
Private Facial Prediagnosis as an Edge Service for Parkinson's DBS Treatment Valuation. 2703-2713 - Yin Liang, Gaoxu Xu:
Multi-Level Functional Connectivity Fusion Classification Framework for Brain Disease Diagnosis. 2714-2725 - Anurag Das, Bobak Mortazavi, Seyedhooman Sajjadi, Theodora Chaspari, Laura E. Ruebush, Nicolaas E. P. Deutz, Gerard L. Coté, Ricardo Gutierrez-Osuna:
Predicting the Macronutrient Composition of Mixed Meals From Dietary Biomarkers in Blood. 2726-2736 - Daniel Barrejón, Pablo M. Olmos, Antonio Artés-Rodríguez:
Medical Data Wrangling With Sequential Variational Autoencoders. 2737-2745 - Stefan Jokic, David Cleres, Frank Rassouli, Claudia Steurer-Stey, Milo A. Puhan, Martin H. Brutsche, Elgar Fleisch, Filipe Barata:
TripletCough: Cougher Identification and Verification From Contact-Free Smartphone-Based Audio Recordings Using Metric Learning. 2746-2757 - Hoda Nemat, Heydar Khadem, Mohammad R. Eissa, Jackie Elliott, Mohammed Benaissa:
Blood Glucose Level Prediction: Advanced Deep-Ensemble Learning Approach. 2758-2769 - Xiaoming Shi, Sendong Zhao, Yuxuan Wang, Xi Chen, Ziheng Zhang, Yefeng Zheng, Wanxiang Che:
Understanding Patient Query With Weak Supervision From Doctor Response. 2770-2777 - Guanhua Ye, Hongzhi Yin, Tong Chen, Miao Xu, Quoc Viet Hung Nguyen, Jiangning Song:
Personalized On-Device E-Health Analytics With Decentralized Block Coordinate Descent. 2778-2786 - Brian Tracey, Shyamal Patel, Yao Zhang, Kara Chappie, Dmitri Volfson, Federico Parisi, Catherine P. Adans-Dester, Francesco Bertacchi, Paolo Bonato, Paul W. Wacnik:
Voice Biomarkers of Recovery From Acute Respiratory Illness. 2787-2795 - Andrew E. Blanchard, Shang Gao, Hong-Jun Yoon, James Blair Christian, Eric B. Durbin, Xiao-Cheng Wu, Antoinette Stroup, Jennifer A. Doherty, Stephen M. Schwartz, Charles Wiggins, Linda Coyle, Lynne Penberthy, Georgia D. Tourassi:
A Keyword-Enhanced Approach to Handle Class Imbalance in Clinical Text Classification. 2796-2803 - Akanksha Pathak, Kayapanda Mandana, Goutam Saha:
Ensembled Transfer Learning and Multiple Kernel Learning for Phonocardiogram Based Atherosclerotic Coronary Artery Disease Detection. 2804-2813 - Hector Lafuente, Ion Olaetxea, Ana Valero, Francisco José Álvarez, Ander Izeta, Ibon Jaunarena, Andreas Seifert:
Identification of Hypoxia-Ischemia by Chemometrics Considering Systemic Changes of Physiology. 2814-2821 - Zhaoxi Zhang, Yulan Zhao, Juan Wang, Maozu Guo:
DeepRCI: Predicting ATP-Binding Proteins Using the Residue-Residue Contact Information. 2822-2829 - Herty Liany, Yu Lin, Anand Jeyasekharan, Vaibhav Rajan:
An Algorithm to Mine Therapeutic Motifs for Cancer From Networks of Genetic Interactions. 2830-2838 - Ping Xuan, Liyun Zhan, Hui Cui, Tiangang Zhang, Toshiya Nakaguchi, Weixiong Zhang:
Graph Triple-Attention Network for Disease-Related LncRNA Prediction. 2839-2849
Volume 26, Number 7, July 2022
- Peikai Zou, Yaxin Wang, Huaxuan Cai, Tao Peng, Tingrui Pan, Ruya Li, Yubo Fan:
Wearable Iontronic FMG for Classification of Muscular Locomotion. 2854-2863 - Rebecca Mieloszyk, Hope Twede, Jonathan Lester, Jeremiah Wander, Sumit Basu, Gabe Cohn, Greg Smith, Dan Morris, Sidhant Gupta, Desney S. Tan, Nicolas Villar, Moni Wolf, Sailaja Malladi, Matt Mickelson, Lauren Ryan, Lindsey Kim, Jeffrey Kepple, Susanne Kirchner, Emma Wampler, Riena Terada, Joel Robinson, Ron Paulsen, T. Scott Saponas:
A Comparison of Wearable Tonometry, Photoplethysmography, and Electrocardiography for Cuffless Measurement of Blood Pressure in an Ambulatory Setting. 2864-2875 - Jinshan Xu, Mengting Wang, Jinpeng Zhang, Zhenqin Chen, Wei Huang, Guojiang Shen, Meiyu Zhang:
Network Theory Based EHG Signal Analysis and its Application in Preterm Prediction. 2876-2887 - Kimia Dinashi, Ali Ameri, Mohammad Ali Akhaee, Kevin B. Englehart, Erik J. Scheme:
Compression of EMG Signals Using Deep Convolutional Autoencoders. 2888-2897 - Tharindu Fernando, Sridha Sridharan, Simon Denman, Houman Ghaemmaghami, Clinton Fookes:
Robust and Interpretable Temporal Convolution Network for Event Detection in Lung Sound Recordings. 2898-2908 - Bohee Lee, Taeheon Lee, Hyungsin Jeon, Songsub Lee, Kibum Kim, Wanhee Cho, Jeonghwan Hwang, Yong-Wook Chae, Jin-Man Jung, Hyo Jin Kang, Nan Hee Kim, Cheolmin Shin, Jaeson Jang:
Synergy Through Integration of Wearable EEG and Virtual Reality for Mild Cognitive Impairment and Mild Dementia Screening. 2909-2919 - Mariachiara Ricci, Giulia Di Lazzaro, Vito Errico, Antonio Pisani, Franco Giannini, Giovanni Saggio:
The Impact of Wearable Electronics in Assessing the Effectiveness of Levodopa Treatment in Parkinson's Disease. 2920-2928 - Xiaoyu Wang, Bingchu Chen, Ming Zeng, Yuli Wang, Hui Liu, Ruixia Liu, Lan Tian, Xiaoshan Lu:
An ECG Signal Denoising Method Using Conditional Generative Adversarial Net. 2929-2940 - Hector E. Romero, Ning Ma, Guy J. Brown, Elizabeth A. Hill:
Acoustic Screening for Obstructive Sleep Apnea in Home Environments Based on Deep Neural Networks. 2941-2950 - Gang Wang, Yingyun Yang, Siyu Chen, Ji Fu, Dong Wu, Aiming Yang, Yinji Ma, Xue Feng:
Flexible Dual-Channel Digital Auscultation Patch With Active Noise Reduction for Bowel Sound Monitoring and Application. 2951-2962 - Kang Yue, Mei Guo, Yue Liu, Haochen Hu, Kai Lu, Shanshan Chen, Danli Wang:
Investigate the Neuro Mechanisms of Stereoscopic Visual Fatigue. 2963-2973 - Josefine Vilsbøll Sundgaard, Peter Bray, Søren Laugesen, James Michael Harte, Yosuke Kamide, Chiemi Tanaka, Anders Nymark Christensen, Rasmus R. Paulsen:
A Deep Learning Approach for Detecting Otitis Media From Wideband Tympanometry Measurements. 2974-2982 - Peng Liu, Guoyan Zheng:
Handling Imbalanced Data: Uncertainty-Guided Virtual Adversarial Training With Batch Nuclear-Norm Optimization for Semi-Supervised Medical Image Classification. 2983-2994 - Dechun Wang, Shuijiao Chen, Xinzi Sun, Qilei Chen, Yu Cao, Benyuan Liu, Xiaowei Liu:
AFP-Mask: Anchor-Free Polyp Instance Segmentation in Colonoscopy. 2995-3006 - Hongzhi Zhu, Yasmin Halwani, Robert Rohling, Sidney S. Fels, Septimiu E. Salcudean:
A Unified Representation of Control Logic in Human-Ultrasound Machine Interaction. 3007-3014 - Gang Lu, Yuanxiu Zhang, Youyong Kong, Chen Zhang, Jean-Louis Coatrieux, Huazhong Shu:
Landmark Localization for Cephalometric Analysis Using Multiscale Image Patch-Based Graph Convolutional Networks. 3015-3024 - Komal Mariam, Osama Mohammed Afzal, Wajahat Hussain, Muhammad Umar Javed, Amber Kiyani, Nasir M. Rajpoot, Syed Ali Khurram, Hassan Aqeel Khan:
On Smart Gaze Based Annotation of Histopathology Images for Training of Deep Convolutional Neural Networks. 3025-3036 - Boris Shirokikh, Alexandra Dalechina, Alexey Shevtsov, Egor Krivov, Valery Kostjuchenko, Amayak Durgaryan, Mikhail Galkin, Andrey Golanov, Mikhail Belyaev:
Systematic Clinical Evaluation of a Deep Learning Method for Medical Image Segmentation: Radiosurgery Application. 3037-3046 - Menghua Xia, Hongbo Yang, Yi Huang, Yanan Qu, Yi Guo, Guohui Zhou, Feng Zhang, Yuanyuan Wang:
AwCPM-Net: A Collaborative Constraint GAN for 3D Coronary Artery Reconstruction in Intravascular Ultrasound Sequences. 3047-3058 - Mengyun Qiao, Chencheng Liu, Zeju Li, Jin Zhou, Qin Xiao, Shichong Zhou, Cai Chang, Yajia Gu, Yi Guo, Yuanyuan Wang:
Breast Tumor Classification Based on MRI-US Images by Disentangling Modality Features. 3059-3067 - Xia-an Bi, Zhao-Xu Xing, Wenyan Zhou, Lou Li, Luyun Xu:
Pathogeny Detection for Mild Cognitive Impairment via Weighted Evolutionary Random Forest With Brain Imaging and Genetic Data. 3068-3079 - Hee Guan Khor, Guochen Ning, Xinran Zhang, Hongen Liao:
Ultrasound Speckle Reduction Using Wavelet-Based Generative Adversarial Network. 3080-3091 - Qing Huang, Tingting Cao, Shaoqun Zeng, Anan Li, Tingwei Quan:
Minimizing Probability Graph Connectivity Cost for Discontinuous Filamentary Structures Tracing in Neuron Image. 3092-3103 - Wangbin Ding, Lei Li, Xiahai Zhuang, Liqin Huang:
Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion. 3104-3115 - Wufeng Xue, Zejian Chen, Tianfu Wang, Shuo Li, Dong Ni:
Regional Cardiac Motion Scoring With Multi-Scale Motion-Based Spatial Attention. 3116-3126 - Yuchen Pei, Guocheng Shi, Wenjin Xia, Chen Wen, Dazhen Sun, Fang Zhu, Jiang Li, Zhongqun Zhu, Xiaoqing Liu, Meiping Huang, Yu-Ping Wang, Huiwen Chen, Lisheng Wang:
Building a Risk Prediction Model for Postoperative Pulmonary Vein Obstruction via Quantitative Analysis of CTA Images. 3127-3138 - Zhibin Liao, Kewen Liao, Haifeng Shen, Marouska F. van Boxel, Jasper Prijs, Ruurd L. Jaarsma, Job N. Doornberg, Anton van den Hengel, Johan W. Verjans:
CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification. 3139-3150 - Evgenios N. Kornaropoulos, Evangelia I. Zacharaki, Pierre Zerbib, Chieh Lin, Alain Rahmouni, Nikos Paragios:
Joint Deformable Image Registration and ADC Map Regularization: Application to DWI-Based Lymphoma Classification. 3151-3162 - Zhiyang Gao, Zhiyang Lu, Jun Wang, Shihui Ying, Jun Shi:
A Convolutional Neural Network and Graph Convolutional Network Based Framework for Classification of Breast Histopathological Images. 3163-3173 - Zhe Xu, Yixin Wang, Donghuan Lu, Lequan Yu, Jiangpeng Yan, Jie Luo, Kai Ma, Yefeng Zheng, Raymond Kai-Yu Tong:
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation. 3174-3184 - Fangxu Xing, Xiaofeng Liu, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo:
Brain MR Atlas Construction Using Symmetric Deep Neural Inpainting. 3185-3196 - Huaqi Zhang, Jie Liu, Pengyu Wang, Zekuan Yu, Weifan Liu, Huang Chen:
Cross-Boosted Multi-Target Domain Adaptation for Multi-Modality Histopathology Image Translation and Segmentation. 3197-3208 - Zhen-Liang Ni, Gui-Bin Bian, Zhen Li, Xiao-Hu Zhou, Rui-Qi Li, Zeng-Guang Hou:
Space Squeeze Reasoning and Low-Rank Bilinear Feature Fusion for Surgical Image Segmentation. 3209-3217 - Tan N. N. Doan, Boram Song, Trinh Thi Le Vuong, Kyungeun Kim, Jin Tae Kwak:
SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images. 3218-3228 - Jordan J. Bannister, Matthias Wilms, J. David Aponte, David C. Katz, Ophir D. Klein, Francois P. J. Bernier, Richard A. Spritz, Benedikt Hallgrímsson, Nils D. Forkert:
A Deep Invertible 3-D Facial Shape Model for Interpretable Genetic Syndrome Diagnosis. 3229-3239 - Xingbo Liu, Xiao Kang, Xiushan Nie, Jie Guo, Shaohua Wang, Yilong Yin:
Learning Binary Semantic Embedding for Large-Scale Breast Histology Image Analysis. 3240-3250 - Zefang Han, Hong Shangguan, Xiong Zhang, Pengcheng Zhang, Xueying Cui, Huiying Ren:
A Dual-Encoder-Single-Decoder Based Low-Dose CT Denoising Network. 3251-3260 - Xiaoya Qiao, Chunjuan Jiang, Panli Li, Yuan Yuan, Qinglong Zeng, Lei Bi, Shaoli Song, Jinman Kim, David Dagan Feng, Qiu Huang:
Improving Breast Tumor Segmentation in PET via Attentive Transformation Based Normalization. 3261-3271 - Ali Hatamizadeh, Hamid Hosseini, Niraj Patel, Jinseo Choi, Cameron C. Pole, Cory M. Hoeferlin, Steven D. Schwartz, Demetri Terzopoulos:
RAVIR: A Dataset and Methodology for the Semantic Segmentation and Quantitative Analysis of Retinal Arteries and Veins in Infrared Reflectance Imaging. 3272-3283 - George Nousias, Eirini-Kanella Panagiotopoulou, Konstantinos Delibasis, Aikaterini-Maria Chaliasou, Anastasia-Maria Tzounakou, Georgios Labiris:
Video-Based Eye Blink Identification and Classification. 3284-3293 - Metin Akay, Shankar Subramaniam, Colin Brennan, Paolo Bonato, Charlotte Mae K. Waits, Bruce C. Wheeler, Dimitrios I. Fotiadis:
Healthcare Innovations to Address the Challenges of the COVID-19 Pandemic. 3294-3302 - Vanessa Borba de Souza, Jéferson Campos Nobre, Karin Becker:
DAC Stacking: A Deep Learning Ensemble to Classify Anxiety, Depression, and Their Comorbidity From Reddit Texts. 3303-3311 - Ersilia Vallefuoco, Carmela Bravaccio, Giovanna Gison, Leandro Pecchia, Alessandro Pepino:
Personalized Training via Serious Game to Improve Daily Living Skills in Pediatric Patients With Autism Spectrum Disorder. 3312-3322 - Lin Wang, Zheng Yin, Mamta Puppala, Chika F. Ezeana, Kelvin K. Wong, Tiancheng He, Deepa B. Gotur, Stephen T. C. Wong:
A Time-Series Feature-Based Recursive Classification Model to Optimize Treatment Strategies for Improving Outcomes and Resource Allocations of COVID-19 Patients. 3323-3329 - Hewon Jung, Jacob P. Kimball, Timothy Receveur, Asim Hossain Gazi, Eric Agdeppa, Omer T. Inan:
Estimation of Tidal Volume Using Load Cells on a Hospital Bed. 3330-3341 - Yange Chen, Qinyu Mao, Baocang Wang, Pu Duan, Benyu Zhang, Zhiyong Hong:
Privacy-Preserving Multi-Class Support Vector Machine Model on Medical Diagnosis. 3342-3353 - Hangsik Shin:
XGBoost Regression of the Most Significant Photoplethysmogram Features for Assessing Vascular Aging. 3354-3361 - Shishir Rao, Yikuan Li, Rema Ramakrishnan, Abdelaali Hassaïne, Dexter Canoy, John G. F. Cleland, Thomas Lukasiewicz, Gholamreza Salimi Khorshidi, Kazem Rahimi:
An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure. 3362-3372 - Wonseok Choi, WonSeok Yang, Jaeyoung Na, Juneil Park, Giuk Lee, Woochul Nam:
Unsupervised Gait Phase Estimation With Domain-Adversarial Neural Network and Adaptive Window. 3373-3384 - Manuel Lozano-Garcia, Luis Estrada-Petrocelli, Dolores Blanco-Almazán, Basak Tas, Peter S. P. Cho, John Moxham, Gerrard F. Rafferty, Abel Torres, Raimon Jané, Caroline J. Jolley:
Noninvasive Assessment of Neuromechanical and Neuroventilatory Coupling in COPD. 3385-3396 - Adenrele Oduntan, Oladapo Oyebode, Amelia Hernandez Beltran, Jonathon Fowles, Darren Steeves, Rita Orji:
"I Let Depression and Anxiety Drown Me...": Identifying Factors Associated With Resilience Based on Journaling Using Machine Learning and Thematic Analysis. 3397-3408 - Maryam Eskandari, Saman Parvaneh, Hossein Ehsani, Mindy Fain, Nima Toosizadeh:
Frailty Identification Using Heart Rate Dynamics: A Deep Learning Approach. 3409-3417 - Michal Borsky, Marta Serwatko, Erna Sif Arnardóttir, Jacky Mallett:
Toward Sleep Study Automation: Detection Evaluation of Respiratory-Related Events. 3418-3426 - Lei Wang, Hao Li, Yuqi Wang, Yihong Tan, Zhiping Chen, Tingrui Pei, Quan Zou:
MDADP: A Webserver Integrating Database and Prediction Tools for Microbe-Disease Associations. 3427-3434 - Ronglin Gong, Xiangmin Han, Jun Wang, Shihui Ying, Jun Shi:
Self-Supervised Bi-Channel Transformer Networks for Computer-Aided Diagnosis. 3435-3446 - Chuanhao Zhang, Wenwen Yu, Yamei Li, Hongqiang Sun, Yuan Zhang, Maarten De Vos:
CMS2-Net: Semi-Supervised Sleep Staging for Diverse Obstructive Sleep Apnea Severity. 3447-3457 - Chun-Chuan Chen, Meng-Chang Tsai, Eric Hsiao-Kuang Wu, Chia-Ru Chung, Yuchi Lee, Po-Ru Chiu, Po-Yi Tsai, Shao-Rong Sheng, Shih-Ching Yeh:
Neuronal Abnormalities Induced by an Intelligent Virtual Reality System for Methamphetamine Use Disorder. 3458-3465 - Bingtao Zhang, Hanshu Cai, Yubo Song, Tao Lei, Yanlin Li:
Computer-Aided Recognition Based on Decision-Level Multimodal Fusion for Depression. 3466-3477 - Yongjian Ren, Yuliang Shi, Kun Zhang, Xinjun Wang, Zhiyong Chen, Hui Li:
A Drug Recommendation Model Based on Message Propagation and DDI Gating Mechanism. 3478-3485 - Trevor Exley, Sarah Moudy, Rita M. Patterson, Joonghyun Kim, Mark V. Albert:
Predicting UPDRS Motor Symptoms in Individuals With Parkinson's Disease From Force Plates Using Machine Learning. 3486-3494 - Ye Yuan, Tianhong Quan, Youyi Song, Jitian Guan, Teng Zhou, Renhua Wu:
Noise-Immune Extreme Ensemble Learning for Early Diagnosis of Neuropsychiatric Systemic Lupus Erythematosus. 3495-3506 - Jonathan Koss, Sule Tinaz, Hemant D. Tagare:
Hierarchical Denoising of Ordinal Time Series of Clinical Scores. 3507-3516 - Apiwat Ditthapron, Adam C. Lammert, Emmanuel O. Agu:
Continuous TBI Monitoring From Spontaneous Speech Using Parametrized Sinc Filters and a Cascading GRU. 3517-3528 - Yikai Yang, Nhan Duy Truong, Jason Kamran Eshraghian, Christina Maher, Armin Nikpour, Omid Kavehei:
A Multimodal AI System for Out-of-Distribution Generalization of Seizure Identification. 3529-3538 - Yingjun Ma:
DeepMNE: Deep Multi-Network Embedding for lncRNA-Disease Association Prediction. 3539-3549 - Hui Xia, Yasemin M. Akay, Metin Akay:
Investigating miRNA-mRNA Interactions and Gene Regulatory Networks From VTA Dopaminergic Neurons Following Perinatal Nicotine and Alcohol Exposure Using Bayesian Network Analysis. 3550-3555 - Na-Na Zhang, Jin-Xing Liu, Chun-Hou Zheng, Juan Wang:
SLRRSC: Single-Cell Type Recognition Method Based on Similarity and Graph Regularization Constraints. 3556-3566 - Samitha Somathilaka, Daniel P. Martins, Wiley Barton, Orla O'Sullivan, Paul D. Cotter, Sasitharan Balasubramaniam:
A Graph-Based Molecular Communications Model Analysis of the Human Gut Bacteriome. 3567-3577 - Juan Wang, Li-Hong Wang, Jin-Xing Liu, Xiang-Zhen Kong, Shengjun Li:
Multi-View Random-Walk Graph Regularization Low-Rank Representation for Cancer Clustering and Differentially Expressed Gene Selection. 3578-3589
Volume 26, Number 8, August 2022
- Min Chen, Hamid Gharavi, Lin Wang, Victor C. M. Leung, Zhongchun Liu, Iztok Humar:
Guest Editorial Sensing Psychological Parameters and AI-Enabled Emotion Care for Human Wellness. 3594-3596 - Simon Abramov, Alexander Korotin, Andrey Somov, Evgeny Burnaev, Anton Stepanov, Dmitry Nikolaev, Maria A. Titova:
Analysis of Video Game Players' Emotions and Team Performance: An Esports Tournament Case Study. 3597-3606 - Minmin Miao, Wenjun Hu, Baoguo Xu, Jinglin Zhang, Joel J. P. C. Rodrigues, Victor Hugo C. de Albuquerque:
Automated CCA-MWF Algorithm for Unsupervised Identification and Removal of EOG Artifacts From EEG. 3607-3617 - Yixue Hao, Zaiyang Tang, Bander A. Alzahrani, Reem Alotaibi, Reem Alharthi, Miaomiao Zhao, Arif Mahmood:
An End-to-End Human Abnormal Behavior Recognition Framework for Crowds With Mentally Disordered Individuals. 3618-3625 - Xiaojun Yu, Muhammad Zulkifal Aziz, Muhammad Tariq Sadiq, Ke Jia, Zeming Fan, Gaoxi Xiao:
Computerized Multidomain EEG Classification System: A New Paradigm. 3626-3637 - Seng-Khoon Teh, Iris Rawtaer, Hwee Pink Tan:
Predictive Accuracy of Digital Biomarker Technologies for Detection of Mild Cognitive Impairment and Pre-Frailty Amongst Older Adults: A Systematic Review and Meta-Analysis. 3638-3648 - Yi-Ta Chen, Hsing-Hao Lee, Ching-Yen Shih, Zih-Ling Chen, Win-Ken Beh, Su-Ling Yeh, An-Yeu Wu:
An Effective Entropy-Assisted Mind-Wandering Detection System Using EEG Signals of MM-SART Database. 3649-3660 - Angelo Damone, Milena Vainieri, Maurizia Rossana Brunetto, Ferruccio Bonino, Sabina Nuti, Gastone Ciuti:
Decision-Making Algorithm and Predictive Model to Assess the Impact of Infectious Disease Epidemics on the Healthcare System: The COVID-19 Case Study in Italy. 3661-3672 - Shuojue Yang, Guotai Wang, Hui Sun, Xiangde Luo, Peng Sun, Kang Li, Qijun Wang, Shaoting Zhang:
Learning COVID-19 Pneumonia Lesion Segmentation From Imperfect Annotations via Divergence-Aware Selective Training. 3673-3684 - Adnan Haider, Muhammad Arsalan, Young Won Lee, Kang Ryoung Park:
Deep Features Aggregation-Based Joint Segmentation of Cytoplasm and Nuclei in White Blood Cells. 3685-3696 - Dong-Kyu Kim, Young-Tak Kim, Hakseung Kim, Dong-Joo Kim:
DeepCNAP: A Deep Learning Approach for Continuous Noninvasive Arterial Blood Pressure Monitoring Using Photoplethysmography. 3697-3707 - Pan Yao, Ning Xue, Siyuan Yin, Changhua You, Yusen Guo, Yi Shi, Tiezhu Liu, Lei Yao, Jun Zhou, Jianhai Sun, Cheng Dong, Chunxiu Liu, Ming Zhao:
Multi-Dimensional Feature Combination Method for Continuous Blood Pressure Measurement Based on Wrist PPG Sensor. 3708-3719 - Yaozong Mai, Zizhao Chen, Baoxian Yu, Ye Li, Zhiqiang Pang, Han Zhang:
Non-Contact Heartbeat Detection Based on Ballistocardiogram Using UNet and Bidirectional Long Short-Term Memory. 3720-3730 - Jingbin Guo, Xiang Chen, Jiaqi Zhao, Xu Zhang, Xun Chen:
An Effective Photoplethysmography Heart Rate Estimation Framework Integrating Two-Level Denoising Method and Heart Rate Tracking Algorithm Guided by Finite State Machine. 3731-3742 - Cihan Berk Güngör, Patrick P. Mercier, Hakan Töreyin:
A Stochastic Resonance Electrocardiogram Enhancement Algorithm for Robust QRS Detection. 3743-3754 - Junfeng Gao, Xiangde Min, Qianruo Kang, Huifang Si, Huimiao Zhan, Anne Manyande, Xuebi Tian, Yinhong Dong, Hua Zheng, Jian Song:
Effective Connectivity in Cortical Networks During Deception: A Lie Detection Study Based on EEG. 3755-3766 - Simon Geirnaert, Tom Francart, Alexander Bertrand:
Time-Adaptive Unsupervised Auditory Attention Decoding Using EEG-Based Stimulus Reconstruction. 3767-3778 - Sanjay Chandrasekaran, Markus J. Lüken, Steffen Leonhardt, Uma Gandhi, Thea Laurentius, Leo Cornelius Bollheimer, Chuong Ngo:
Estimation of Step Length With Wearable Thigh Sensor Using an Unscented Kalman Filter. 3779-3790 - Peng Zhang, Yuting Chen, Fan Lin, Sifan Wu, Xiaoyun Yang, Qiang Li:
Semi-Supervised Learning for Automatic Atrial Fibrillation Detection in 24-Hour Holter Monitoring. 3791-3801 - Eedara Prabhakararao, Samarendra Dandapat:
Multi-Scale Convolutional Neural Network Ensemble for Multi-Class Arrhythmia Classification. 3802-3812 - Siqi Zhang, Jihong Tang, Jing Huang, Guihai Suo, Zhiyong Zhou, Bo You, Yakang Dai, Yan Liu:
Whole-Brain Dynamic Resting-State Functional Network Analysis in Benign Epilepsy With Centrotemporal Spikes. 3813-3821 - Tianzhe Bao, Sheng Quan Xie, Pengfei Yang, Ping Zhou, Zhiqiang Zhang:
Toward Robust, Adaptiveand Reliable Upper-Limb Motion Estimation Using Machine Learning and Deep Learning-A Survey in Myoelectric Control. 3822-3835 - Kai Li, Jiang Wang, Zhicai Hu, Bin Deng, Haitao Yu:
Gating Attractor Dynamics of Frontal Cortex Under Acupuncture via Recurrent Neural Network. 3836-3847 - Zhilin Guo, Weiqi Zeng, Taidong Yu, Yan Xu, Yang Xiao, Xuebing Cao, Zhiguo Cao:
Vision-Based Finger Tapping Test in Patients With Parkinson's Disease via Spatial-Temporal 3D Hand Pose Estimation. 3848-3859 - Hong Huang, Ruoyu Wu, Yuan Li, Chao Peng:
Self-Supervised Transfer Learning Based on Domain Adaptation for Benign-Malignant Lung Nodule Classification on Thoracic CT. 3860-3871 - Jiadong Yang, Yuhui Tao, Qiuzhuo Xu, Yuhan Zhang, Xiao Ma, Songtao Yuan, Qiang Chen:
Self-Supervised Sequence Recovery for Semi-Supervised Retinal Layer Segmentation. 3872-3883 - Ming Fan, Chengcheng Yuan, Guangyao Huang, Maosheng Xu, Shiwei Wang, Xin Gao, Lihua Li:
A Framework for Deep Multitask Learning With Multiparametric Magnetic Resonance Imaging for the Joint Prediction of Histological Characteristics in Breast Cancer. 3884-3895 - Jingfei Hu, Hua Wang, Guang Wu, Zhaohui Cao, Lei Mou, Yitian Zhao, Jicong Zhang:
Multi-Scale Interactive Network With Artery/Vein Discriminator for Retinal Vessel Classification. 3896-3905 - Md Sanzid Bin Hossain, Joseph M. Dranetz, Hwan Choi, Zhishan Guo:
DeepBBWAE-Net: A CNN-RNN Based Deep SuperLearner for Estimating Lower Extremity Sagittal Plane Joint Kinematics Using Shoe-Mounted IMU Sensors in Daily Living. 3906-3917 - Mona Ashtari-Majlan, Abbas Seifi, Mohammad Mahdi Dehshibi:
A Multi-Stream Convolutional Neural Network for Classification of Progressive MCI in Alzheimer's Disease Using Structural MRI Images. 3918-3926 - Simon Schürer-Waldheim, Philipp Seeböck, Hrvoje Bogunovic, Bianca S. Gerendas, Ursula Schmidt-Erfurth:
Robust Fovea Detection in Retinal OCT Imaging Using Deep Learning. 3927-3937 - Zhiyang Lu, Jun Li, Chaoyue Wang, Rongjun Ge, Lili Chen, Hongjian He, Jun Shi:
S2Q-Net: Mining the High-Pass Filtered Phase Data in Susceptibility Weighted Imaging for Quantitative Susceptibility Mapping. 3938-3949 - Wallapak Tavanapong, Jung-Hwan Oh, Michael A. Riegler, Mohammed Khaleel, Bhuvan Mittal, Piet C. de Groen:
Artificial Intelligence for Colonoscopy: Past, Present, and Future. 3950-3965 - Li Sun, Junxiang Chen, Yanwu Xu, Mingming Gong, Ke Yu, Kayhan Batmanghelich:
Hierarchical Amortized GAN for 3D High Resolution Medical Image Synthesis. 3966-3975 - Wenbo Shi, Tongshuai Xu, Huan Yang, Yongming Xi, Yukun Du, Jinhua Li, Jinxu Li:
Attention Gate Based Dual-Pathway Network for Vertebra Segmentation of X-Ray Spine Images. 3976-3987 - Huimin Huang, Qingqing Chen, Lanfen Lin, Ming Cai, Qiaowei Zhang, Yutaro Iwamoto, Xianhua Han, Akira Furukawa, Shuzo Kanasaki, Yen-Wei Chen, Ruofeng Tong, Hongjie Hu:
MTL-ABS3Net: Atlas-Based Semi-Supervised Organ Segmentation Network With Multi-Task Learning for Medical Images. 3988-3998 - Kai Han, Lu Liu, Yu-Qing Song, Yi Liu, Cheng-Jian Qiu, Yangyang Tang, Qiaoying Teng, Zhe Liu:
An Effective Semi-Supervised Approach for Liver CT Image Segmentation. 3999-4007 - Qianyu Wu, Hui Tang, Hanxi Liu, Yang Chen:
Masked Joint Bilateral Filtering via Deep Image Prior for Digital X-Ray Image Denoising. 4008-4019 - Trung-Hieu Hoang, Mona Zehni, Huaijin Xu, George Heintz, Christopher M. Zallek, Minh N. Do:
Towards a Comprehensive Solution for a Vision-Based Digitized Neurological Examination. 4020-4031 - Huimin Zhao, Zhenyu Fang, Jinchang Ren, Calum MacLellan, Yong Xia, Shuo Li, Meijun Sun, Kevin Ren:
SC2Net: A Novel Segmentation-Based Classification Network for Detection of COVID-19 in Chest X-Ray Images. 4032-4043 - Along Song, Lisheng Xu, Lu Wang, Bin Wang, Xiaofan Yang, Bu Xu, Benqiang Yang, Stephen E. Greenwald:
Automatic Coronary Artery Segmentation of CCTA Images With an Efficient Feature-Fusion-and-Rectification 3D-UNet. 4044-4055 - Xiejing Li, Xin Jia, Ting Shen, Mengke Wang, Guang Yang, Hua Wang, Qinli Sun, Mingxi Wan, Siyuan Zhang:
Ultrasound Entropy Imaging for Detection and Monitoring of Thermal Lesion During Microwave Ablation of Liver. 4056-4066 - Xiaoxiao Cui, Yankun Cao, Zhi Liu, Xiaoyu Sui, Jia Mi, Yuezhong Zhang, Lizhen Cui, Shuo Li:
TRSA-Net: Task Relation Spatial Co-Attention for Joint Segmentation, Quantification and Uncertainty Estimation on Paired 2D Echocardiography. 4067-4078 - Ankit Gupta, Alan Sabirsh, Carolina Wählby, Ida-Maria Sintorn:
SimSearch: A Human-in-The-Loop Learning Framework for Fast Detection of Regions of Interest in Microscopy Images. 4079-4089 - Guanghui Yue, Wanwan Han, Bin Jiang, Tianwei Zhou, Runmin Cong, Tianfu Wang:
Boundary Constraint Network With Cross Layer Feature Integration for Polyp Segmentation. 4090-4099 - Huifeng Zhang, Zhen Zhou, Lei Ding, Chuangxin Wu, Meihui Qiu, Yueqi Huang, Feng Jin, Ting Shen, Yao Yang, Li-Ming Hsu, Jinhong Wang, Han Zhang, Dinggang Shen, Daihui Peng:
Divergent and Convergent Imaging Markers Between Bipolar and Unipolar Depression Based on Machine Learning. 4100-4110 - Weisen Wang, Xirong Li, Zhiyan Xu, Weihong Yu, Jianchun Zhao, Dayong Ding, Youxin Chen:
Learning Two-Stream CNN for Multi-Modal Age-Related Macular Degeneration Categorization. 4111-4122 - Shangxuan Li, Yanyan Xie, Guangyi Wang, Lijuan Zhang, Wu Zhou:
Adaptive Multimodal Fusion With Attention Guided Deep Supervision Net for Grading Hepatocellular Carcinoma. 4123-4131 - Chuanqing Wang, Jie Yang, Mohamad Sawan:
NeuroSEE: A Neuromorphic Energy-Efficient Processing Framework for Visual Prostheses. 4132-4141 - Lizong Deng, Xu Zhang, Tao Yang, Mi Liu, Luming Chen, Taijiao Jiang:
PIAT: An Evolutionarily Intelligent System for Deep Phenotyping of Chinese Electronic Health Records. 4142-4152 - Loukas Ilias, Dimitris Askounis:
Explainable Identification of Dementia From Transcripts Using Transformer Networks. 4153-4164 - Ruichen Liu, Zhelong Wang, Sen Qiu, Hongyu Zhao, Cui Wang, Xin Shi, Fang Lin:
A Wearable Gait Analysis and Recognition Method for Parkinson's Disease Based on Error State Kalman Filter. 4165-4175 - Yi Liu, Shuxiang Guo, Ziyi Yang, Hideyuki Hirata, Takashi Tamiya:
A Home-based Tele-rehabilitation System With Enhanced Therapist-patient Remote Interaction: A Feasibility Study. 4176-4186 - Andrea Moglia, Konstantinos Georgiou, Blagoi Marinov, Evangelos Georgiou, Raffaella Nice Berchiolli, Richard M. Satava, Alfred Cuschieri:
5G in Healthcare: From COVID-19 to Future Challenges. 4187-4196 - Sumeet Kalia, Olli Saarela, Tao Chen, Braden O'Neill, Christopher Meaney, Jessica L. Gronsbell, Ervin Sejdic, Michael D. Escobar, Babak Aliarzadeh, Rahim Moineddin, Conrad Pow, Frank M. Sullivan, Michelle Greiver:
Marginal Structural Models Using Calibrated Weights With SuperLearner: Application to Type II Diabetes Cohort. 4197-4206 - Diana F. Sousa, Francisco M. Couto:
Biomedical Relation Extraction With Knowledge Graph-Based Recommendations. 4207-4217 - Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues:
Partial Multiple Imputation With Variational Autoencoders: Tackling Not at Randomness in Healthcare Data. 4218-4227 - Julio J. Portella, Brian J. Andonian, Donald E. Brown, Joao Mansur, Derek Wales, Vivian L. West, William E. Kraus, William Ed Hammond:
Using Machine Learning to Identify Organ System Specific Limitations to Exercise via Cardiopulmonary Exercise Testing. 4228-4237 - Jiechao Gao, Tu N. Nguyen, Gunasekaran Manogaran, Ankit Chaudhary, Gai-Ge Wang:
Redemptive Resource Sharing and Allocation Scheme for Internet of Things-Assisted Smart Healthcare Systems. 4238-4247 - Caogen Hong, Fan Yi, Zhengxing Huang:
Deep-CSA: Deep Contrastive Learning for Dynamic Survival Analysis With Competing Risks. 4248-4257 - Shuhui Liu, Bo Fu, Wen Wang, Mei Liu, Xin Sun:
Dynamic Sepsis Prediction for Intensive Care Unit Patients Using XGBoost-Based Model With Novel Time-Dependent Features. 4258-4269 - Yurim Lee, Eunji Jun, Jaehun Choi, Heung-Il Suk:
Multi-View Integrative Attention-Based Deep Representation Learning for Irregular Clinical Time-Series Data. 4270-4280 - Arash Golibagh Mahyari, Peter Pirolli, Jacqueline A. LeBlanc:
Real-Time Learning from an Expert in Deep Recommendation Systems with Application to mHealth for Physical Exercises. 4281-4290 - Shuo Liu, Adria Mallol-Ragolta, Tianhao Yan, Kun Qian, Emilia Parada-Cabaleiro, Bin Hu, Björn W. Schuller:
Capturing Time Dynamics From Speech Using Neural Networks for Surgical Mask Detection. 4291-4302 - Zetian Zheng, Weidun Xie, Xingjian Chen, Fuzhou Wang, Lei Huang, Xiangtao Li, Qiuzhen Lin, Ka-Chun Wong:
Subclass-Specific Prognosis and Treatment Efficacy Inference in Head and Neck Squamous Carcinoma. 4303-4313 - Fang Lin, Zhelong Wang, Hongyu Zhao, Sen Qiu, Xin Shi, Lina Wu, Raffaele Gravina, Giancarlo Fortino:
Adaptive Multi-Modal Fusion Framework for Activity Monitoring of People With Mobility Disability. 4314-4324 - Ni Liao, Jian Dai, Yao Tang, Qiaoyong Zhong, Shuixue Mo:
iCVM: An Interpretable Deep Learning Model for CVM Assessment Under Label Uncertainty. 4325-4334 - Weidun Xie, Zetian Zheng, Weitong Zhang, Lei Huang, Qiuzhen Lin, Ka-Chun Wong:
SRG-Vote: Predicting Mirna-Gene Relationships via Embedding and LSTM Ensemble. 4335-4344 - Jiawei Luo, Wenjue Ouyang, Cong Shen, Jie Cai:
Multi-Relation Graph Embedding for Predicting miRNA-Target Gene Interactions by Integrating Gene Sequence Information. 4345-4353
Volume 26, Number 9, September 2022
- Tao Tan, Ravi Soni, Jungong Han, Shuo Li:
Guest Editorial Artificial Intelligence in Pre-DICOM. 4357-4358 - Jiarui Sun, Zhan Wu, Zechen Yu, Huanji Chen, Changping Du, Liang Xu, Jian Zhong, Juan Feng, Gouenou Coatrieux, Jean-Louis Coatrieux, Yang Chen:
Automatic Video Analysis Framework for Exposure Region Recognition in X-Ray Imaging Automation. 4359-4370 - Haining Wei, Zhongsen Li, Shuai Wang, Rui Li:
Undersampled Multi-Contrast MRI Reconstruction Based on Double-Domain Generative Adversarial Network. 4371-4377 - Wenjin Wang, Steffen Weiss, Albertus C. den Brinker, Jan Hendrik Wuelbern, Albert Garcia i Tormo, Ioannis Pappous, Julien Sénégas:
Fundamentals of Camera-PPG Based Magnetic Resonance Imaging. 4378-4389 - Heng Liu, Jianyong Liu, Feng Chen, Caifeng Shan:
Progressive Residual Learning With Memory Upgrade for Ultrasound Image Blind Super-Resolution. 4390-4401 - Huaying Hao, Cong Xu, Dan Zhang, Qifeng Yan, Jiong Zhang, Yue Liu, Yitian Zhao:
Sparse-Based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction. 4402-4413 - Ahnryul Choi, Euyhyun Park, Tae Hyong Kim, Gi Jung Im, Joung Hwan Mun:
A Novel Optimization-Based Convolution Neural Network to Estimate the Contribution of Sensory Inputs to Postural Stability During Quiet Standing. 4414-4425 - Monika Butkuviene, Egle Tamuleviciute-Prasciene, Aurelija Beigiene, Vitalija Barasaite, Daivaras Sokas, Raimondas Kubilius, Andrius Petrenas:
Wearable-Based Assessment of Frailty Trajectories During Cardiac Rehabilitation After Open-Heart Surgery. 4426-4435 - Mastaneh Torkamani-Azar, Ahreum Lee, Roman Bednarik:
Methods and Measures for Mental Stress Assessment in Surgery: A Systematic Review of 20 Years of Literature. 4436-4449 - Ali Wajdan, Tollef Struksnes Jahren, Manuel Villegas-Martínez, Faraz H. Khan, Per Steinar Halvorsen, Hans Henrik Odland, Ole Jakob Elle, Anne H. Schistad Solberg, Espen W. Remme:
Automatic Detection of Aortic Valve Events Using Deep Neural Networks on Cardiac Signals From Epicardially Placed Accelerometer. 4450-4461 - Akram Fatayer, Wenpeng Gao, Yili Fu:
sEMG-Based Gesture Recognition Using Deep Learning From Noisy Labels. 4462-4473 - Weichang Ding, Jun Wang, Weijun Zhou, Shichong Zhou, Cai Chang, Jun Shi:
Joint Localization and Classification of Breast Cancer in B-Mode Ultrasound Imaging via Collaborative Learning With Elastography. 4474-4485 - Shuhao Zheng, Guoyan Liang, Junying Chen, Qifei Duan, Yunbing Chang:
Severity Assessment of Cervical Spondylotic Myelopathy Based on Intelligent Video Analysis. 4486-4496 - Mingyuan Meng, Bingxin Gu, Lei Bi, Shaoli Song, David Dagan Feng, Jinman Kim:
DeepMTS: Deep Multi-Task Learning for Survival Prediction in Patients With Advanced Nasopharyngeal Carcinoma Using Pretreatment PET/CT. 4497-4507 - Yuting Shi, Steven Cao, Xu Li, Ruimin Feng, Jie Zhuang, Yuyao Zhang, Chunlei Liu, Hongjiang Wei:
Regularized Asymmetric Susceptibility Tensor Imaging in the Human Brain in Vivo. 4508-4518 - Hao Fu, Guotai Wang, Wenhui Lei, Wei Xu, Qianfei Zhao, Shichuan Zhang, Kang Li, Shaoting Zhang:
HMRNet: High and Multi-Resolution Network With Bidirectional Feature Calibration for Brain Structure Segmentation in Radiotherapy. 4519-4529 - Barlo Hillen, Daniel Andrés López, Elmar Schömer, Markus Nägele, Perikles Simon:
Towards Exercise Radiomics: Deep Neural Network-Based Automatic Analysis of Thermal Images Captured During Exercise. 4530-4540 - Ilya Pershin, Maksim Kholiavchenko, Bulat Maksudov, Tamerlan Mustafaev, Dilyara Ibragimova, Bulat Ibragimov:
Artificial Intelligence for the Analysis of Workload-Related Changes in Radiologists' Gaze Patterns. 4541-4550 - Yiwen Ye, Chengwei Pan, Yicheng Wu, Shuqi Wang, Yong Xia:
MFI-Net: Multiscale Feature Interaction Network for Retinal Vessel Segmentation. 4551-4562 - Haichun Li, Qilong Song, Dongqi Gui, Minghui Wang, Xuhong Min, Ao Li:
Reconstruction-Assisted Feature Encoding Network for Histologic Subtype Classification of Non-Small Cell Lung Cancer. 4563-4574 - Fanwen Wang, Hui Zhang, Fei Dai, Weibo Chen, Shuai Xu, Zidong Yang, Dinggang Shen, Chengyan Wang, He Wang:
Multiple B-Value Model-Based Residual Network (MORN) for Accelerated High-Resolution Diffusion-Weighted Imaging. 4575-4586 - Zhaodong Sun, Juhani Junttila, Mikko Tulppo, Tapio Seppänen, Xiaobai Li:
Non-Contact Atrial Fibrillation Detection From Face Videos by Learning Systolic Peaks. 4587-4598 - Sukesh Adiga V, Jose Dolz, Herve Lombaert:
Attention-Based Dynamic Subspace Learners for Medical Image Analysis. 4599-4610 - Maral Rasoolijaberi, Morteza Babaie, Abtin Riasatian, Sobhan Hemati, Parsa Ashrafi, Ricardo Gonzalez, Hamid R. Tizhoosh:
Multi-Magnification Image Search in Digital Pathology. 4611-4622 - Wentao Liu, Huihua Yang, Tong Tian, Zhiwei Cao, Xipeng Pan, Weijin Xu, Yang Jin, Feng Gao:
Full-Resolution Network and Dual-Threshold Iteration for Retinal Vessel and Coronary Angiograph Segmentation. 4623-4634 - Miao Zhang, Liangqiong Qu, Praveer Singh, Jayashree Kalpathy-Cramer, Daniel L. Rubin:
SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging. 4635-4644 - Zhuo Deng, Yuanhao Cai, Lu Chen, Zheng Gong, Qiqi Bao, Xue Yao, Dong Fang, Wenming Yang, Shaochong Zhang, Lan Ma:
RFormer: Transformer-Based Generative Adversarial Network for Real Fundus Image Restoration on a New Clinical Benchmark. 4645-4655 - Jia Wu, Pei Xiao, Haojie Huang, Fangfang Gou, Zhixun Zhou, Zhehao Dai:
An Artificial Intelligence Multiprocessing Scheme for the Diagnosis of Osteosarcoma MRI Images. 4656-4667 - Jian Qin, Yongjun He, Jinping Ge, Yiqin Liang:
A Multi-Task Feature Fusion Model for Cervical Cell Classification. 4668-4678 - Saban Öztürk, Tolga Çukur:
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets. 4679-4690 - Qian Rong, Shuai Ding, Zijie Yue, Yaping Wang, Linjie Wang, Xi Zheng, Yinghui Li:
Non-Contact Negative Mood State Detection Using Reliability-Focused Multi-Modal Fusion Model. 4691-4701 - Min Hyuk Lim, Young Min Cho, Sungwan Kim:
Multi-Task Disentangled Autoencoder for Time-Series Data in Glucose Dynamics. 4702-4713 - Zhilin Yong, Li Luo, Yonghong Gu, Chunyang Li:
Bayesian Comorbidity Network and Cost Analysis for Asthma. 4714-4724 - Shu Wang, Céline Lafaye, Mathieu Saubade, Cyril Besson, Josep Maria Margarit-Taulé, Vincent Gremeaux, Shih-Chii Liu:
Predicting Hydration Status Using Machine Learning Models From Physiological and Sweat Biomarkers During Endurance Exercise: A Single Case Study. 4725-4732 - Nils Roth, Martin Ullrich, Arne Küderle, Till Gladow, Franz Marxreiter, Heiko Gassner, Felix Kluge, Jochen Klucken, Bjoern M. Eskofier:
Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson's Disease. 4733-4742 - Emilia Fushimi, Hernán De Battista, Fabricio Garelli:
A Dual-Hormone Multicontroller for Artificial Pancreas Systems. 4743-4750 - Fabio Dell'Agnola, Ping-Keng Jao, Adriana Arza, Ricardo Chavarriaga, José del R. Millán, Dario Floreano, David Atienza:
Machine-Learning Based Monitoring of Cognitive Workload in Rescue Missions With Drones. 4751-4762 - Chamani Shiranthika, Kuo-Wei Chen, Chung-Yih Wang, Chan-Yun Yang, B. H. Sudantha, Wei-Fu Li:
Supervised Optimal Chemotherapy Regimen Based on Offline Reinforcement Learning. 4763-4772 - Jeng-Lin Li, Yun-Chun Lin, Yu-Fen Wang, Sara A. Monaghan, Bor-Sheng Ko, Chi-Chun Lee:
A Chunking-for-Pooling Strategy for Cytometric Representation Learning for Automatic Hematologic Malignancy Classification. 4773-4784 - Saransh Gupta, Haswanth Vundavilli, Rodolfo S. Allendes Osorio, Mari N. Itoh, Attayeb Mohsen, Aniruddha Datta, Kenji Mizuguchi, Lokesh P. Tripathi:
Integrative Network Modeling Highlights the Crucial Roles of Rho-GDI Signaling Pathway in the Progression of non-Small Cell Lung Cancer. 4785-4793 - Jiazhou Chen, Jie Huang, Yi Liao, Lei Zhu, Hongmin Cai:
Identify Multiple Gene-Drug Common Modules via Constrained Graph Matching. 4794-4805
Volume 26, Number 10, October 2022
- Muhammad Tanveer, Chin-Teng Lin, Amit Kumar Singh:
Guest Editorial Advanced Machine Learning Algorithms for Biomedical Data and Imaging. 4809-4813 - Sibo Qiao, Shanchen Pang, Gang Luo, Silin Pan, Taotao Chen, Zhihan Lv:
FLDS: An Intelligent Feature Learning Detection System for Visualizing Medical Images Supporting Fetal Four-Chamber Views. 4814-4825 - S. M. A. Sharif, Rizwan Ali Naqvi, Mithun Biswas, Woong-Kee Loh:
Deep Perceptual Enhancement for Medical Image Analysis. 4826-4836 - Ankit Gupta, Antonio G. Ravelo-García, Fernando Morgado Dias:
A Motion and Illumination Resistant Non-Contact Method Using Undercomplete Independent Component Analysis and Levenberg-Marquardt Algorithm. 4837-4848 - Weikai Li, Yu-Chen Chen, Xiao-Wen Xu, Xiao Wang, Xin Gao:
Human-Guided Functional Connectivity Network Estimation for Chronic Tinnitus Identification: A Modularity View. 4849-4858 - Wei Shao, Zhiyang You, Lesheng Liang, Xiping Hu, Chengming Li, Wei Wang, Bin Hu:
A Multi-Modal Gait Analysis-Based Detection System of the Risk of Depression. 4859-4868 - Edoardo Prezioso, Stefano Izzo, Fabio Giampaolo, Francesco Piccialli, Giovanni Dell'Aversana Orabona, Renato Cuocolo, V. Abbate, Lorenzo Ugga, L. Califano:
Predictive Medicine for Salivary Gland Tumours Identification Through Deep Learning. 4869-4879 - Ziyue Yang, Yu Tian, Tianshu Zhou, Yilin Zhu, Ping Zhang, Jianghua Chen, Jingsong Li:
Optimization of Dry Weight Assessment in Hemodialysis Patients via Reinforcement Learning. 4880-4891 - Ihsan Dag, Linda Greta Dui, Simona Ferrante, Alessandra Pedrocchi, Alberto Antonietti:
Leveraging Deep Learning Techniques to Improve P300-Based Brain Computer Interfaces. 4892-4902 - Anand Shankar, Samarendra Dandapat, Shovan Barma:
Seizure Types Classification by Generating Input Images With in-Depth Features From Decomposed EEG Signals for Deep Learning Pipeline. 4903-4912 - Phattarapong Sawangjai, Manatsanan Trakulruangroj, Chiraphat Boonnag, Maytus Piriyajitakonkij, Rajesh Kumar Tripathy, Thapanun Sudhawiyangkul, Theerawit Wilaiprasitporn:
EEGANet: Removal of Ocular Artifacts From the EEG Signal Using Generative Adversarial Networks. 4913-4924 - Qiao Yu, Rui Wang, Jia Liu, Long Hu, Min Chen, Zhongchun Liu:
GNN-Based Depression Recognition Using Spatio-Temporal Information: A fNIRS Study. 4925-4935 - Gengyuan Wang, Xiaolong Zeng, Guanquan Lai, Guoqing Zhong, Ke Ma, Yu Zhang:
Efficient Subject-Independent Detection of Anterior Cruciate Ligament Deficiency Based on Marine Predator Algorithm and Support Vector Machine. 4936-4947 - Jing Huang, Lifeng Ren, Xiaokang Zhou, Ke Yan:
An Improved Neural Network Based on SENet for Sleep Stage Classification. 4948-4956 - Richa Dhanuka, Anushree Tripathi, Jyoti Prakash Singh:
A Semi-Supervised Autoencoder-Based Approach for Protein Function Prediction. 4957-4965 - Ruobin Gao, Wen Xin Cheng, Ponnuthurai N. Suganthan, Kum Fai Yuen:
Inpatient Discharges Forecasting for Singapore Hospitals by Machine Learning. 4966-4975 - Kai Yao, Zixian Su, Kaizhu Huang, Xi Yang, Jie Sun, Amir Hussain, Frans Coenen:
A Novel 3D Unsupervised Domain Adaptation Framework for Cross-Modality Medical Image Segmentation. 4976-4986 - Zhaocheng Yu, Junxin Chen, Yu Liu, Yongyong Chen, Tingting Wang, Robert M. Nowak, Zhihan Lv:
DDCNN: A Deep Learning Model for AF Detection From a Single-Lead Short ECG Signal. 4987-4995 - Ruilin Li, Lipo Wang, Ponnuthurai N. Suganthan, Olga Sourina:
Sample-Based Data Augmentation Based on Electroencephalogram Intrinsic Characteristics. 4996-5003 - Amin Ul Haq, Jianping Li, Bless Lord Y. Agbley, Asif Khan, Inayat Khan, Muhammad Irfan Uddin, Shakir Khan:
IIMFCBM: Intelligent Integrated Model for Feature Extraction and Classification of Brain Tumors Using MRI Clinical Imaging Data in IoT-Healthcare. 5004-5012 - Linsen Xie, Wentian Cai, Ying Gao:
DMCGNet: A Novel Network for Medical Image Segmentation With Dense Self-Mimic and Channel Grouping Mechanism. 5013-5024 - Min Liu, Lanlan Hu, Ying Tang, Chu Wang, Yu He, Chunyan Zeng, Kun Lin, Zhizi He, Wujie Huo:
A Deep Learning Method for Breast Cancer Classification in the Pathology Images. 5025-5032 - Xianghao Zhan, Fanjin Wang, Olivier Gevaert:
Reliably Filter Drug-Induced Liver Injury Literature With Natural Language Processing and Conformal Prediction. 5033-5041 - Houbing Song, Yuan Zhang, José Neuman de Souza, Jianqiang Li:
Guest Editorial AI-Driven Synthetic Biology for Human Wellbeing. 5042-5043 - Chunyan Li, Wei Wei, Jin Li, Junfeng Yao, Xiangxiang Zeng, Zhihan Lv:
3DMol-Net: Learn 3D Molecular Representation Using Adaptive Graph Convolutional Network Based on Rotation Invariance. 5044-5054 - Liu Chang, Jia Wu, Nour Moustafa, Ali Kashif Bashir, Keping Yu:
AI-Driven Synthetic Biology for Non-Small Cell Lung Cancer Drug Effectiveness-Cost Analysis in Intelligent Assisted Medical Systems. 5055-5066 - Ritesh Sharma, Sameer Shrivastava, Sanjay Kumar Singh, Abhinav Kumar, Amit Kumar Singh, Sonal Saxena:
Deep-AVPpred: Artificial Intelligence Driven Discovery of Peptide Drugs for Viral Infections. 5067-5074 - Lei Wang, Leon Wong, Zhu-Hong You, De-Shuang Huang, Xiao-Rui Su, Bo-Wei Zhao:
NSECDA: Natural Semantic Enhancement for CircRNA-Disease Association Prediction. 5075-5084 - Xugang Xi, Jinsuo Ding, Junhong Wang, Yun-Bo Zhao, Ting Wang, Wanzeng Kong, Jingqi Li:
Analysis of Functional Corticomuscular Coupling Based on Multiscale Transfer Spectral Entropy. 5085-5096 - Hong Wang, Peiqi Kang, Qinghua Gao, Shuo Jiang, Peter B. Shull:
A Novel PPG-FMG-ACC Wristband for Hand Gesture Recognition. 5097-5108 - Maria N. Moussa, Mervat Madi, Karim Y. Kabalan:
Breast Tumor Detection, Sizing and Localization Using a 24-Element Antenna Array. 5109-5121 - Min Wang, Bixiao Cui, Yi Shan, Hongwei Yang, Zhuangzhi Yan, Lalith Kumar Shiyam Sundar, Ian Alberts, Axel Rominger, Thomas Wendler, Kuangyu Shi, Yan Ma, Jiehui Jiang, Jie Lu:
Non-Invasive Glucose Metabolism Quantification Method Based on Unilateral ICA Image Derived Input Function by Hybrid PET/MR in Ischemic Cerebrovascular Disease. 5122-5129 - Bo Hu, Shenglong Zhou, Zhiwei Xiong, Feng Wu:
Recursive Decomposition Network for Deformable Image Registration. 5130-5141 - Baolian Qi, Gangming Zhao, Xin Wei, Changde Du, Chengwei Pan, Yizhou Yu, Jinpeng Li:
GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-Ray Images. 5142-5153 - Wenjian Sun, Dongsheng Wu, Yang Luo, Lu Liu, Hongjing Zhang, Shuang Wu, Yan Zhang, Chenglong Wang, Houjun Zheng, Jiang Shen, Chunbo Luo:
A Fully Deep Learning Paradigm for Pneumoconiosis Staging on Chest Radiographs. 5154-5164 - Yineng Hua, Zengqiang Yan, Zhuo Kuang, Hang Zhang, Xianbo Deng, Li Yu:
Symmetry-Aware Deep Learning for Cerebral Ventricle Segmentation With Intra-Ventricular Hemorrhage. 5165-5176 - Xiangyu Xiong, Yan Ding, Chuanqi Sun, Zhuoneng Zhang, Xiuhong Guan, Tianjing Zhang, Hao Chen, Hongyan Liu, Zhangbo Cheng, Lei Zhao, Xiaohai Ma, Guoxi Xie:
A Cascaded Multi-Task Generative Framework for Detecting Aortic Dissection on 3-D Non-Contrast-Enhanced Computed Tomography. 5177-5188 - Wenting Chen, Yifan Liu, Jiancong Hu, Yixuan Yuan:
Dynamic Depth-Aware Network for Endoscopy Super-Resolution. 5189-5200 - Yifan Wu, Min Zeng, Ying Yu, Yaohang Li, Min Li:
A Pseudo Label-Wise Attention Network for Automatic ICD Coding. 5201-5212 - Alphanie Midelet, Sébastien Bailly, Jean-Christian Borel, Ronan Le Hy, Marie-Caroline Schaeffer, Sebastien Baillieul, Renaud Tamisier, Jean Louis Pépin:
Bayesian Structural Time Series With Synthetic Controls for Evaluating the Impact of Mask Changes in Residual Apnea-Hypopnea Index Telemonitoring Data. 5213-5222 - Yin Tang, Lei Zhang, Hao Wu, Jun He, Aiguo Song:
Dual-Branch Interactive Networks on Multichannel Time Series for Human Activity Recognition. 5223-5234 - Yuzhou Wu, Zhigang Chen, Xin Yao, Xuechen Chen, Zeren Zhou, Jinkai Xue:
JAN: Joint Attention Networks for Automatic ICD Coding. 5235-5246 - Min Tan, Huixian Peng, Xiaokun Liang, Yaoqin Xie, Zeyang Xia, Jing Xiong:
LSTformer: Long Short-Term Transformer for Real Time Respiratory Prediction. 5247-5257 - Chen Wang, Junyin Zhang, Li Cheng, Jiawei Wu, Minfeng Xiao, Junfeng Xia, Yannan Bin:
DPProm: A Two-Layer Predictor for Identifying Promoters and Their Types on Phage Genome Using Deep Learning. 5258-5266 - Jonathan A. Handler, Craig Feied, Michael T. Gillam:
Novel Techniques to Assess Predictive Systems and Reduce Their Alarm Burden. 5267-5278
Volume 26, Number 11, November 2022
- Francesco Pappalardo, John Wilkinson, Francois Busquet, Antoine Bril, Mark Palmer, Kenneth B. Walker, Cristina Curreli, Giulia Russo, Thierry Marchal, Elena Toschi, Rossana Alessandrello, Vincenzo Costignola, Ingrid Klingmann, Martina Contin, Bernard Staumont, Matthias Woiczinski, Christian Kaddick, Valentina Di Salvatore, Alessandra Aldieri, Liesbet Geris, Marco Viceconti:
Toward A Regulatory Pathway for the Use of in Silico Trials in the CE Marking of Medical Devices. 5282-5286 - Shuihua Wang, Zhengchao Dong, Zheng Zhang, Yuankai Huo, M. Emre Celebi, Caifeng Shan:
Guest Editorial Emerging Challenges for Deep Learning. 5287-5288 - Xin Zhang, Liangxiu Han, Wenyong Zhu, Liang Sun, Daoqiang Zhang:
An Explainable 3D Residual Self-Attention Deep Neural Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI. 5289-5297 - Guokai Zhang, Xiaoang Shen, Yudong Zhang, Ye Luo, Jihao Luo, Dandan Zhu, Hanmei Yang, Weigang Wang, Binghui Zhao, Jianwei Lu:
Cross-Modal Prostate Cancer Segmentation via Self-Attention Distillation. 5298-5309 - Feiyi Fang, Yazhou Yao, Tao Zhou, Guo-Sen Xie, Jianfeng Lu:
Self-Supervised Multi-Modal Hybrid Fusion Network for Brain Tumor Segmentation. 5310-5320 - Shuaiqi Liu, Xu Wang, Ling Zhao, Bing Li, Weiming Hu, Jie Yu, Yudong Zhang:
3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition. 5321-5331 - J. M. Górriz, Carmen Jimenez-Mesa, Fermín Segovia, Javier Ramírez, John Suckling:
A Connection Between Pattern Classification by Machine Learning and Statistical Inference With the General Linear Model. 5332-5343 - Siying Chen, Minghui Liu, Pan Deng, Jiali Deng, Yi Yuan, Xuan Cheng, Tianshu Xie, Libo Xie, Wei Zhang, Haigang Gong, Xiaomin Wang, Lifeng Xu, Hong Pu, Ming Liu:
Reinforcement Learning Based Diagnosis and Prediction for COVID-19 by Optimizing a Mixed Cost Function From CT Images. 5344-5354 - Amogh Manoj Joshi, Deepak Ranjan Nayak:
MFL-Net: An Efficient Lightweight Multi-Scale Feature Learning CNN for COVID-19 Diagnosis From CT Images. 5355-5363 - Tusar Kanti Dash, Chinmay Chakraborty, Satyajit Mahapatra, Ganapati Panda:
Gradient Boosting Machine and Efficient Combination of Features for Speech-Based Detection of COVID-19. 5364-5371 - Massimo Walter Rivolta, Juan Pablo Martínez, Roberto Sassi, Pablo Laguna:
Spatial Correlation Between Myocyte's Repolarization Times and Their Alternans Drives T-Wave Alternans on the ECG. 5372-5383 - Zongtian Yin, Hanwei Chen, Xingchen Yang, Yifan Liu, Ning Zhang, Jianjun Meng, Honghai Liu:
A Wearable Ultrasound Interface for Prosthetic Hand Control. 5384-5393 - Yu Huang, Gary G. Yen, Vincent S. Tseng:
A Novel Constraint-Based Knee- Guided Neuroevolutionary Algorithm for Context-Specific ECG Early Classification. 5394-5405 - Lin Feng, Cheng Cheng, Mingyan Zhao, Huiyuan Deng, Yong Zhang:
EEG-Based Emotion Recognition Using Spatial-Temporal Graph Convolutional LSTM With Attention Mechanism. 5406-5417 - Yulin Sun, Weipeng Jin, Xiaopeng Si, Xingjian Zhang, Jiale Cao, Le Wang, Shaoya Yin, Dong Ming:
Continuous Seizure Detection Based on Transformer and Long-Term iEEG. 5418-5427 - Minsoo Yeo, Hoonsuk Byun, Jiyeon Lee, Jungick Byun, Hak-Young Rhee, Wonchul Shin, Heenam Yoon:
Robust Method for Screening Sleep Apnea With Single-Lead ECG Using Deep Residual Network: Evaluation With Open Database and Patch-Type Wearable Device Data. 5428-5438 - Robin Kraft, Fabian Hofmann, Manfred Reichert, Rüdiger Pryss:
Dealing With Inaccurate Sensor Data in the Context of Mobile Crowdsensing and mHealth. 5439-5449 - Ping Shi, Xinran Zhang, Wei Li, Hongliu Yu:
Improving the Robustness and Adaptability of sEMG-Based Pattern Recognition Using Deep Domain Adaptation. 5450-5460 - Shurun Wang, Hao Tang, Lifu Gao, Qi Tan:
Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network. 5461-5472 - Ying-Sheng Lin, Yi-Pao Wu, Yi-Chung Wu, Pei-Lin Lee, Chia-Hsiang Yang:
Achieving Accurate Automatic Sleep Apnea/Hypopnea Syndrome Assessment Using Nasal Pressure Signal. 5473-5481 - Jonathan Martinez, Zhale Nowroozilarki, Roozbeh Jafari, Bobak J. Mortazavi:
Data-Driven Guided Attention for Analysis of Physiological Waveforms With Deep Learning. 5482-5493 - Anviti Pandey, Sanjay Kumar Singh, Sandeep S. Udmale, Kaushal K. Shukla:
Epileptic Seizure Classification Using Battle Royale Search and Rescue Optimization-Based Deep LSTM. 5494-5505 - Yu Bai, Yue Mi, Yihan Su, Bo Zhang, Zheng Zhang, Jingyun Wu, Haiwen Huang, Yongping Xiong, Xiangyang Gong, Wendong Wang:
A Scalable Graph-Based Framework for Multi-Organ Histology Image Classification. 5506-5517 - Uday Kamal, Mohammad Zunaed, Nusrat Binta Nizam, Taufiq Hasan:
Anatomy-XNet: An Anatomy Aware Convolutional Neural Network for Thoracic Disease Classification in Chest X-Rays. 5518-5528 - Jeong-Won Jeong, Min-Hee Lee, Naoto Kuroda, Kazuki Sakakura, Nolan O'Hara, Csaba Juhász, Eishi Asano:
Multi-Scale Deep Learning of Clinically Acquired Multi-Modal MRI Improves the Localization of Seizure Onset Zone in Children With Drug-Resistant Epilepsy. 5529-5539 - Bin Pu, Yuhuan Lu, Jianguo Chen, Shengli Li, Ningbo Zhu, Wei Wei, Kenli Li:
MobileUNet-FPN: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber Segmentation in Edge Computing Environments. 5540-5550 - Dianlin Hu, Yikun Zhang, Jin Liu, Yi Zhang, Jean-Louis Coatrieux, Yang Chen:
PRIOR: Prior-Regularized Iterative Optimization Reconstruction For 4D CBCT. 5551-5562 - Ziqiang Ling, Shun Yang, Fangfang Gou, Zhehao Dai, Jia Wu:
Intelligent Assistant Diagnosis System of Osteosarcoma MRI Image Based on Transformer and Convolution in Developing Countries. 5563-5574 - Furkan Eren, Mete Aslan, Dilek Kanarya, Yigit Uysalli, Musa Aydin, Berna Kiraz, Omer Aydin, Alper Kiraz:
DeepCAN: A Modular Deep Learning System for Automated Cell Counting and Viability Analysis. 5575-5583 - Guofen Wang, Weisheng Li, Jiao Du, Bin Xiao, Xinbo Gao:
Medical Image Fusion and Denoising Algorithm Based on a Decomposition Model of Hybrid Variation-Sparse Representation. 5584-5595 - Jeffry Wicaksana, Zengqiang Yan, Xin Yang, Yang Liu, Lixin Fan, Kwang-Ting Cheng:
Customized Federated Learning for Multi-Source Decentralized Medical Image Classification. 5596-5607 - Junzhong Ji, Junwei Li:
Deep Forest With Multi-Channel Message Passing and Neighborhood Aggregation Mechanisms for Brain Network Classification. 5608-5618 - Zhixun Zhou, Fangfang Gou, Yanlin Tan, Jia Wu:
A Cascaded Multi-Stage Framework for Automatic Detection and Segmentation of Pulmonary Nodules in Developing Countries. 5619-5630 - Bin Yan, Mingtao Pei, Meng Zhao, Caifeng Shan, Zhaoxing Tian:
Prior Guided Transformer for Accurate Radiology Reports Generation. 5631-5640 - Qinrui Ling, Aiping Liu, Yu Li, Xueyang Fu, Xun Chen, Martin J. McKeown, Feng Wu:
A Joint Constrained CCA Model for Network-Dependent Brain Subregion Parcellation. 5641-5652 - Minwook Choi, Minyeong Jang, Seung-Schik Yoo, Gunwoo Noh, Kyungho Yoon:
Deep Neural Network for Navigation of a Single-Element Transducer During Transcranial Focused Ultrasound Therapy: Proof of Concept. 5653-5664 - Yuanchen Wu, Yuan Zhou, Weiming Zeng, Qian Qian, Miao Song:
An Attention-Based 3D CNN With Multi-Scale Integration Block for Alzheimer's Disease Classification. 5665-5673 - Jianda Han, Jiewei Lu, Jianeng Lin, Song Zhang, Ningbo Yu:
A Functional Region Decomposition Method to Enhance fNIRS Classification of Mental States. 5674-5683 - Chaoxun Guo, Zhixing Jiang, David Zhang:
Multi-Feature Complementary Learning for Diabetes Mellitus Detection Using Pulse Signals. 5684-5694 - Bahareh Ansari, Shichao Du:
Investigating User-Generated Content in an Online Drug Recovery Forum: Lessons for Successful Computer-Mediated Communication of Social Support. 5695-5703 - Bing-Jhang Lin, Yi-Ting Lin, Chen-Chung Liu, Lue-En Lee, Chih-Yuan Chuang, An-Sheng Liu, Shu-Hui Hung, Li-Chen Fu:
Mental Status Detection for Schizophrenia Patients via Deep Visual Perception. 5704-5715 - Jing Teng, Honglei Zhang, Wuyi Liu, Xiao-Ou Shu, Fei Ye:
A Dynamic Bayesian Model for Breast Cancer Survival Prediction. 5716-5727 - Roshan Tourani, Sisi Ma, Michael Usher, György J. Simon:
Robust Methods for Quantifying the Effect of a Continuous Exposure From Observational Data. 5728-5737 - Chuan-Yuan Wang, Shiyu Xu, Zhi-Ping Liu:
Evaluating Gene Regulatory Network Activity From Dynamic Expression Data by Regularized Constraint Programming. 5738-5749 - Javier Díaz Alonso, Francisco Abad Navarro, María Eugenia de la Morena-Barrio, Javier Corral, Jesualdo Tomás Fernández-Breis:
Using Machine Learning for Predicting the Effect of Mutations in the Initiation Codon. 5750-5756 - Xinliang Sun, Bei Wang, Jie Zhang, Min Li:
Partner-Specific Drug Repositioning Approach Based on Graph Convolutional Network. 5757-5765
Volume 26, Number 12, December 2022
- Chinmay Chakraborty, Mohammad Reza Khosravi, Syed Hassan Ahmed, Joel J. P. C. Rodrigues:
Guest Editorial AIoMT-Enabled Medical Sensors for Remote Patient Monitoring and Body-Area Interfacing: Design and Implementation, Practical Use, and Real Measurements and Patient Monitoring. 5769-5771 - Jiarong Chen, Yingfang Zheng, Yingshan Liang, Zehui Zhan, Mingzhe Jiang, Xianbin Zhang, Daniel Santos da Silva, Wanqing Wu, Victor Hugo C. de Albuquerque:
Edge2Analysis: A Novel AIoT Platform for Atrial Fibrillation Recognition and Detection. 5772-5782 - Hui Zhang, Junxin Chen, Leo Yu Zhang, Chong Fu, Raffaele Gravina, Giancarlo Fortino, Zhihan Lv:
Low-Cost and Confidential ECG Acquisition Framework Using Compressed Sensing and Chaotic Systems for Wireless Body Area Network. 5783-5792 - Sajid Ali, Shaker H. Ali El-Sappagh, Farman Ali, Muhammad Imran, Tamer Abuhmed:
Multitask Deep Learning for Cost-Effective Prediction of Patient's Length of Stay and Readmission State Using Multimodal Physical Activity Sensory Data. 5793-5804 - Mahmuda Akter, Nour Moustafa, Timothy M. Lynar, Imran Razzak:
Edge Intelligence: Federated Learning-Based Privacy Protection Framework for Smart Healthcare Systems. 5805-5816 - Zhiwei Guo, Yu Shen, Shaohua Wan, Wen-Long Shang, Keping Yu:
Hybrid Intelligence-Driven Medical Image Recognition for Remote Patient Diagnosis in Internet of Medical Things. 5817-5828 - Jiefan Qiu, Xinlei Yan, Wei Wang, Wei Wei, Kai Fang:
Skeleton-Based Abnormal Behavior Detection Using Secure Partitioned Convolutional Neural Network Model. 5829-5840 - Shiliang Shao, Guangjie Han, Ting Wang, Chunhe Song, Chen Yao, Jianxia Hou:
Obstructive Sleep Apnea Detection Scheme Based on Manually Generated Features and Parallel Heterogeneous Deep Learning Model Under IoMT. 5841-5850 - Atonu Ghosh, Ruelia Saha, Sudip Misra:
Persistent Service Provisioning Framework for IoMT Based Emergency Mobile Healthcare Units. 5851-5858 - Qing Su, Enhai Ou, Yuping Sun, Chunyan Lv, Guobo Xie, Haoqing Wang, Honglin Huang:
SimH: A Novel Representation Learning Model With Activation and Projection Mechanisms for COVID-19 Knowledge Bases. 5859-5869 - Yihang Wang, Chunjuan Jiang, Youqing Wu, Tianxu Lv, Heng Sun, Yuan Liu, Lihua Li, Xiang Pan:
Semantic-Powered Explainable Model-Free Few-Shot Learning Scheme of Diagnosing COVID-19 on Chest X-Ray. 5870-5882 - Xiangyu Wang, Yuan Li, Taiyu Ban, Jiarun Zhu, Lyuzhou Chen, Muhammad Usman, Xin Wang, Huanhuan Chen, Xiaomei Chen, Cyril Leung, Chunyan Miao:
Dynamic Link Prediction for Discovery of New Impactful COVID-19 Research Approaches. 5883-5894 - Longbin Zhang, Xueyu Zhu, Elena M. Gutierrez-Farewik, Ruoli Wang:
Ankle Joint Torque Prediction Using an NMS Solver Informed-ANN Model and Transfer Learning. 5895-5906 - Yiming Zhang, Xianglin Ren, Xiao Liang, Xuesong Ye, Congcong Zhou:
A Refined Blood Pressure Estimation Model Based on Single Channel Photoplethysmography. 5907-5917 - Nabil Sabor, Garas Gendy, Hazem Mohammed, Guoxing Wang, Yong Lian:
Robust Arrhythmia Classification Based on QRS Detection and a Compact 1D-CNN for Wearable ECG Devices. 5918-5929 - Alejandro Pascual-Valdunciel, Víctor Lopo-Martínez, Rafael Sendra-Arranz, Miguel González-Sánchez, Javier Ricardo Pérez-Sánchez, Francisco Grandas, Diego Torricelli, Juan C. Moreno, Filipe Oliveira Barroso, José Luis Pons, Álvaro Gutiérrez:
Prediction of Pathological Tremor Signals Using Long Short-Term Memory Neural Networks. 5930-5941 - Cederick Landry, Eric T. Hedge, Richard Lee Hughson, Sean D. Peterson, Arash Arami:
Cuffless Blood Pressure Estimation During Moderate- and Heavy-Intensity Exercise Using Wearable ECG and PPG. 5942-5952 - Nick Coronato, Donald E. Brown, Yash Sharma, Ronen Bar-Yoseph, Shlomit Radom-Aizik, Dan M. Cooper:
Functional Data Analysis for Predicting Pediatric Failure to Complete Ten Brief Exercise Bouts. 5953-5963 - Zhunan Li, Enwei Zhu, Ming Jin, Cunhang Fan, Huiguang He, Ting Cai, Jinpeng Li:
Dynamic Domain Adaptation for Class-Aware Cross-Subject and Cross-Session EEG Emotion Recognition. 5964-5973 - Alessandro Mengarelli, Andrea Tigrini, Sandro Fioretti, Federica Verdini:
Identification of Neurodegenerative Diseases From Gait Rhythm Through Time Domain and Time-Dependent Spectral Descriptors. 5974-5982 - Dolores Blanco-Almazán, Willemijn Groenendaal, Lien Lijnen, Rana Önder, Christophe Smeets, David Ruttens, Francky Catthoor, Raimon Jané:
Breathing Pattern Estimation Using Wearable Bioimpedance for Assessing COPD Severity. 5983-5991 - Eedara Prabhakararao, Samarendra Dandapat:
Atrial Fibrillation Burden Estimation Using Multi-Task Deep Convolutional Neural Network. 5992-6002 - Ping-Ju Lin, Xiaoxue Zhai, Wei Li, Tianyi Li, Dandan Cheng, Chong Li, Yu Pan, Linhong Ji:
A Transferable Deep Learning Prognosis Model for Predicting Stroke Patients' Recovery in Different Rehabilitation Trainings. 6003-6011 - Yi-Feng Chen, Ruiqi Fu, Junde Wu, Jongbin Song, Rui Ma, Yichuan Jiang, Mingming Zhang:
Continuous Bimanual Trajectory Decoding of Coordinated Movement From EEG Signals. 6012-6023 - Virgilio Kmetzsch, Emmanuelle Becker, Dario Saracino, Daisy Rinaldi, Agnès Camuzat, Isabelle Le Ber, Olivier Colliot:
Disease Progression Score Estimation From Multimodal Imaging and MicroRNA Data Using Supervised Variational Autoencoders. 6024-6035 - Tijana Sustersic, Vesna Rankovic, Vladimir M. Milovanovic, Vojin Kovacevic, Lukas Rasulic, Nenad Filipovic:
A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images. 6036-6046 - Eryan Feng, Pinle Qin, Rui Chai, Jianchao Zeng, Qi Wang, Yanfeng Meng, Peng Wang:
MRI Generated From CT for Acute Ischemic Stroke Combining Radiomics and Generative Adversarial Networks. 6047-6057 - Ling Chen, Qixing Feng, Xi Yin, Xiangde Min, Lei Shi, Defu Yang, Yen-Wei Chen, Daoqiang Zhang, Wentao Zhu:
A Graph Convolutional Multiple Instance Learning on a Hypersphere Manifold Approach for Diagnosing Chronic Obstructive Pulmonary Disease in CT Images. 6058-6069 - Jong Hak Moon, Hyungyung Lee, Woncheol Shin, Young-Hak Kim, Edward Choi:
Multi-Modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training. 6070-6080 - G. Jignesh Chowdary, Vivek Kanhangad:
A Dual-Branch Network for Diagnosis of Thorax Diseases From Chest X-Rays. 6081-6092 - Kwang-Hyun Uhm, Seung-Won Jung, Moon Hyung Choi, Sung-Hoo Hong, Sung-Jea Ko:
A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis With Incomplete Data. 6093-6104 - Wufeng Xue, Heng Cao, Junqiang Ma, Ti Bai, Tianfu Wang, Dong Ni:
Improved Segmentation of Echocardiography With Orientation-Congruency of Optical Flow and Motion-Enhanced Segmentation. 6105-6115 - Tarique Anwar, Matthew Fuller-Tyszkiewicz, Hannah K. Jarman, Mohammad Abuhassan, Adrian Shatte, WIRED Team, Suku Sukunesan:
EDBase: Generating a Lexicon Base for Eating Disorders Via Social Media. 6116-6125