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IEEE 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 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