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IEEE Journal of Biomedical and Health Informatics, Volume 28
Volume 28, Number 1, January 2024
- Wenjian Qin
, Tianming Liu
, Fa Zhang:
Guest Editorial Computational Mathematics Modeling in Cancer Analysis. 4-6 - Rui Yan
, Zhilong Lv
, Zhidong Yang
, Senlin Lin
, Chun-Hou Zheng
, Fa Zhang
:
Sparse and Hierarchical Transformer for Survival Analysis on Whole Slide Images. 7-18 - Ziqi Zhao
, Wentao Li
, Ping Liu, Aili Zhang, Jianqi Sun
, Lisa X. Xu
:
Survival Analysis for Multimode Ablation Using Self-Adapted Deep Learning Network Based on Multisource Features. 19-30 - Fan Song
, Jiaxin Tian, Peng Zhang
, Chenbin Ma
, Yangyang Sun, Youdan Feng
, Tianyi Zhang
, Yanli Lei, Yufang He
, Zhongyu Cai, Yuanzhi Cheng, Guanglei Zhang
:
A Novel Feature Engineering Method Based on Latent Representation Learning for Radiomics: Application in NSCLC Subtype Classification. 31-41 - Jiawei Zhang
, Jianyun Cao
, Fan Tang, Tao Xie
, Qianjin Feng, Meiyan Huang
:
Multi-Level Feature Exploration and Fusion Network for Prediction of IDH Status in Gliomas From MRI. 42-53 - Shijie Zhao
, Wenyuan Li
, Zhuoyan Liu
, Tianji Pang
, Yang Yang
, Ning Qiang
, Jingyi Zhao
, Bangguo Li
, Baiying Lei
, Junwei Han
:
End-to-End Prediction of EGFR Mutation Status With Denseformer. 54-65 - Yilong Li
, Linyan Wang
, Xingru Huang
, Yaqi Wang
, Le Dong
, Ruiquan Ge, Huiyu Zhou
, Juan Ye
, Qianni Zhang
:
Sketch-Supervised Histopathology Tumour Segmentation: Dual CNN-Transformer With Global Normalised CAM. 66-77 - Zhi Wang
, Kai Fan
, Xiaoya Zhu
, Honglei Liu
, Gang Meng, Minghui Wang
, Ao Li
:
Cross-Domain Nuclei Detection in Histopathology Images Using Graph-Based Nuclei Feature Alignment. 78-88 - Hsienchih Ting, Manhua Liu
:
Multimodal Transformer of Incomplete MRI Data for Brain Tumor Segmentation. 89-99 - Wen Li
, Saikit Lam
, Yinghui Wang
, Chenyang Liu
, Tian Li
, Jens Kleesiek
, Andy Lai-Yin Cheung
, Ying Sun
, Francis Kar-ho Lee
, Kwok-hung Au
, Victor Ho-fun Lee
, Jing Cai
:
Model Generalizability Investigation for GFCE-MRI Synthesis in NPC Radiotherapy Using Multi-Institutional Patient-Based Data Normalization. 100-109 - Liangliang Liu
, Ying Wang, Pei Zhang, Hongbo Qiao
, Tong Sun
, Hui Zhang, Xue Xu
, Hongcai Shang
:
Collaborative Transfer Network for Multi-Classification of Breast Cancer Histopathological Images. 110-121 - Xiaoyi Lin
, Mingyu Wang
, Fei Li
, Ziyue Xu
, Jia Chen, Xin Chen
, Chenglang Yuan, Songxiong Wu, Yanji Luo, Jingxian Shen, Shi-Ting Feng
, Bingsheng Huang
:
Improving Tumor Classification by Reusing Self-Predicted Segmentation of Medical Images as Guiding Knowledge. 122-133 - Feiyang Yu
, Xi Wang, Rasoul Sali
, Ruijiang Li
:
Single-Cell Heterogeneity-Aware Transformer-Guided Multiple Instance Learning for Cancer Aneuploidy Prediction From Whole Slide Histopathology Images. 134-144 - Yongxian Fan
, Hao Gong
:
An Improved COVID-19 Classification Model on Chest Radiography by Dual-Ended Multiple Attention Learning. 145-156 - Zheng Zeng
, Linkai Tao
, Ruizhi Su
, Yunfeng Zhu
, Long Meng
, Adili Tuheti
, Hao Huang
, Feng Shu
, Wei Chen
, Chen Chen
:
Unsupervised Transfer Learning Approach With Adaptive Reweighting and Resampling Strategy for Inter-Subject EOG-Based Gaze Angle Estimation. 157-168 - Zhale Nowroozilarki
, Bobak J. Mortazavi
, Roozbeh Jafari
:
Variational Autoencoders for Biomedical Signal Morphology Clustering and Noise Detection. 169-180 - Mustapha Deji Dere
, Boreom Lee
:
A Novel Approach to Surface EMG-Based Gesture Classification Using a Vision Transformer Integrated With Convolutive Blind Source Separation. 181-192 - Roneel V. Sharan
, Kun Qian
, Yoshiharu Yamamoto
:
Automated Cough Sound Analysis for Detecting Childhood Pneumonia. 193-203 - Xiangcun Wang
, Ran Shi, Xia Wu
, Jiacai Zhang
:
Decoding Human Interaction Type From Inter-Brain Synchronization by Using EEG Brain Network. 204-215 - Huaicheng Zhang
, Wenhan Liu
, Sheng Chang
, Hao Wang
, Jin He
, Qijun Huang
:
ST-ReGE: A Novel Spatial-Temporal Residual Graph Convolutional Network for CVD. 216-227 - Diego Cajal
, Eduardo Gil
, Pablo Laguna
, Carolina Varon
, Dries Testelmans
, Bertien Buyse
, Chris Jensen, Rohan Hoare, Raquel Bailón
, Jesús Lázaro
:
Obstructive Sleep Apnea Screening by Joint Saturation Signal Analysis and PPG-Derived Pulse Rate Oscillations. 228-238 - Huaiyu Zhu
, Yisheng Zhao
, Xiaofei Chen
, Feixiang Luo
, Lingli Mei
, Shuohui Chen
, Yun Pan
:
Video-Based Neonatal Pain Assessment in Uncontrolled Conditions. 239-250 - Xiangyu Zhao
, Zengxin Qi
, Sheng Wang
, Qian Wang
, Xuehai Wu
, Ying Mao
, Lichi Zhang
:
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation. 251-261 - Ziyu Li
, Qing Li
, Zhiyuan Zhu
, Zhongyi Hu
, Xia Wu
:
Multi-Scale Spatio-Temporal Fusion With Adaptive Brain Topology Learning for fMRI Based Neural Decoding. 262-272 - Fei Lyu
, Mang Ye
, Terry Cheuk-Fung Yip
, Grace Lai-Hung Wong
, Pong C. Yuen
:
Local Style Transfer via Latent Space Manipulation for Cross-Disease Lesion Segmentation. 273-284 - Lei Zhao
, Guanghua Tan
, Bin Pu
, Qianghui Wu
, Hongliang Ren
, Kenli Li
:
TransFSM: Fetal Anatomy Segmentation and Biometric Measurement in Ultrasound Images Using a Hybrid Transformer. 285-296 - Sheng-Kai Huang
, Yu-Ting Yu
, Chun-Rong Huang
, Hsiu-Chi Cheng
:
Cross-Scale Fusion Transformer for Histopathological Image Classification. 297-308 - Sirui Wu
, Wenxuan Chen
, Zhongsen Li
, Shuai Wang
, Haozhong Sun
, Xiaolei Song
:
COMET: Cross-Space Optimization-Based Mutual Learning Network for Super-Resolution of CEST-MRI. 309-320 - Minghui Zhang
, Yun Gu
:
Towards Connectivity-Aware Pulmonary Airway Segmentation. 321-332 - Asma Alzaid
, Beth Lineham, Sanja Dogramadzi
, Hemant Pandit
, Alejandro F. Frangi
, Sheng Quan Xie
:
Simultaneous Hip Implant Segmentation and Gruen Landmarks Detection. 333-342 - Jasper Linmans
, Emiel Hoogeboom, Jeroen van der Laak
, Geert Litjens
:
The Latent Doctor Model for Modeling Inter-Observer Variability. 343-354 - Chengyang Zhang
, Jie Chen
, Bo Li
, Min Feng
, Yongquan Yang
, Qikui Zhu
, Hong Bu
:
Difference-Deformable Convolution With Pseudo Scale Instance Map for Cell Localization. 355-366 - Shuzhe Chen
, Li Li
, Zhichao Lin
, Ke Zhang
, Ying Gong
, Lu Wang
, Xu Wu, Maokun Li
, Yuanlin Song
, Fan Yang
, Shenheng Xu
:
Spatio-Temporal Classification of Lung Ventilation Patterns Using 3D EIT Images: A General Approach for Individualized Lung Function Evaluation. 367-378 - Junjie Shi
, Li Yu
, Qimin Cheng
, Xin Yang
, Kwang-Ting Cheng
, Zengqiang Yan
:
MFTrans: Modality-Masked Fusion Transformer for Incomplete Multi-Modality Brain Tumor Segmentation. 379-390 - Luyue Yu
, Ju Liu
, Qiang Wu
, Jing Wang, Aixi Qu:
A Siamese-Transport Domain Adaptation Framework for 3D MRI Classification of Gliomas and Alzheimer's Diseases. 391-402 - Dong Miao
, Jielang Li
, Meng Dou
, Linjie Fu
, Yu Yao
, Xin Wang
, Feng Wen
, Yali Shen
:
A SwinTransformer-Based Segmentation Framework With Self-Supervised Strategy for Post-Operative Prostate Cancer Radiotherapy. 403-414 - Dingkun Liu
, Danni Ai
, Tianyu Fu
, Yuanjin Gao
, Jingfan Fan
, Hong Song
, Deqiang Xiao
, Ping Liang
, Jian Yang
:
Local Contractive Registration With Biomechanical Model: Assessing Microwave Ablation After Compensation for Tissue Shrinkage. 415-426 - Runshi Zhang
, Bimeng Jie
, Yang He
, Liang Zhu
, Zefeng Xie
, Zhan Liu
, Hao Mo
, Junchen Wang
:
Craniomaxillofacial Bone Segmentation and Landmark Detection Using Semantic Segmentation Networks and an Unbiased Heatmap. 427-437 - Xin Yuan
, Zhen Cui
, Dingfan Xu
, Shuai Zhang
, Cancan Zhao
, Xinbao Wu
, Tongyu Jia
, Bo Ouyang
:
Occluded Facial Pain Assessment in the ICU Using Action Units Guided Network. 438-449 - Pavel Blinov
, Vladimir Kokh
:
Medical Profile Model: Scientific and Practical Applications in Healthcare. 450-458 - Xiuding Cai
, Jiao Chen
, Yaoyao Zhu
, Beiming Wang
, Yu Yao
:
Towards Real-World Applications of Personalized Anesthesia Using Policy Constraint Q Learning for Propofol Infusion Control. 459-469 - Hangyu Zhu
, Yonglin Wu
, Yao Guo
, Cong Fu
, Feng Shu
, Huan Yu
, Wei Chen
, Chen Chen
:
Towards Real-Time Sleep Stage Prediction and Online Calibration Based on Architecturally Switchable Deep Learning Models. 470-481 - Bor-Shyh Lin
, Kai-Jui Liu
, Wan-Hsuan Tseng
, Aqsa Muzaffar Ahmed
, Hsiao-Ching Wang
, Bor-Shing Lin
:
A Deep Learning-Based Chair System That Detects Sitting Posture. 482-490 - Marco Viceconti
, Maarten De Vos
, Sabato Mellone
, Liesbet Geris
:
Position Paper From the Digital Twins in Healthcare to the Virtual Human Twin: A Moon-Shot Project for Digital Health Research. 491-501 - Kyunghoon Hur
, Jungwoo Oh
, Junu Kim
, Jiyoun Kim
, Min Jae Lee
, Eunbyeol Cho
, Seong-Eun Moon
, Young-Hak Kim
, Louis Atallah
, Edward Choi
:
GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source Learning. 502-513 - Saeed Iqbal
, Adnan N. Qureshi
, Musaed A. Alhussein
, Khursheed Aurangzeb
, Muhammad Shahid Anwar
:
AD-CAM: Enhancing Interpretability of Convolutional Neural Networks With a Lightweight Framework - From Black Box to Glass Box. 514-525 - Sijia Yang
, Shunjie Chen
, Pei Wang
, Aimin Chen
, Tianhai Tian
:
TSPLASSO: A Two-Stage Prior LASSO Algorithm for Gene Selection Using Omics Data. 526-537 - Haibin Liu
, Dianguo Li
, Hao Wu
:
lncLocator-imb: An Imbalance-Tolerant Ensemble Deep Learning Framework for Predicting Long Non-Coding RNA Subcellular Localization. 538-547 - Pan Zhang
, Xiaowen Hu
, Guangdi Li
, Lei Deng
:
AntiViralDL: Computational Antiviral Drug Repurposing Using Graph Neural Network and Self-Supervised Learning. 548-556 - Peng Zhao
, Xian Song
, Xiaoming Xi
, Xiushan Nie
, Xianjing Meng
, Yi Qu
, Yilong Yin
:
Biomarkers-Aware Asymmetric Bibranch GAN With Adaptive Memory Batch Normalization for Prediction of Anti-VEGF Treatment Response in Neovascular Age-Related Macular Degeneration. 557-568 - Xiangzhen Shen
, Zimeng Li
, Yuansheng Liu
, Bosheng Song
, Xiangxiang Zeng
:
PEB-DDI: A Task-Specific Dual-View Substructural Learning Framework for Drug-Drug Interaction Prediction. 569-579 - Lihong Peng
, Wei Xiong
, Chendi Han
, Zejun Li
, Xing Chen
:
CellDialog: A Computational Framework for Ligand-Receptor-Mediated Cell-Cell Communication Analysis. 580-591
Volume 28, Number 2, February 2024
- Wenjin Wang
, Caifeng Shan
, Steffen Leonhardt
, Ramakrishna Mukkamala
, Ewa Nowara:
Guest Editorial Camera-Based Health Monitoring in Real-World Scenarios. 595-597 - Ze Yang
, Haofei Wang
, Bo Liu
, Feng Lu
:
cbPPGGAN: A Generic Enhancement Framework for Unpaired Pulse Waveforms in Camera-Based Photoplethysmography. 598-608 - Changchen Zhao
, Menghao Zhou, Zheng Zhao
, Bin Huang
, Bing Rao
:
Learning Spatio-Temporal Pulse Representation With Global-Local Interaction and Supervision for Remote Prediction of Heart Rate. 609-620 - Bing-Fei Wu
, Li-Wen Chiu
, Yi-Chiao Wu
, Chun-Chih Lai, Hao-Min Cheng, Pao-Hsien Chu
:
Contactless Blood Pressure Measurement Via Remote Photoplethysmography With Synthetic Data Generation Using Generative Adversarial Networks. 621-632 - Le Zhou, Nate Lannan
, Guoliang Fan
:
A Review of Depth-Based Human Motion Enhancement: Past and Present. 633-644 - Mehdy Dousty
, David J. Fleet
, José Zariffa
:
Hand Grasp Classification in Egocentric Video After Cervical Spinal Cord Injury. 645-654 - Mohamed Abul Hassan
, Xuwang Yin, Yan Zhuang
, Chad M. Aldridge, Timothy McMurry, Andrew M. Southerland
, Gustavo K. Rohde
:
A Digital Camera-Based Eye Movement Assessment Method for NeuroEye Examination. 655-665 - Rishabh Gupta
, Lucas Goldstone
, Shira Eisen, Dhanesh Ramachandram
, Amy Cassata
, Robert D. J. Fraser
, Jose L. Ramirez-Garcialuna
, Robert Bartlett, Justin Allport:
Towards an AI-Based Objective Prognostic Model for Quantifying Wound Healing. 666-677 - Janet Pigueiras-del-Real
, Lionel C. Gontard
, Isabel Benavente-Fernández
, Simón Pedro Lubián-López
, Enrique Gallero-Rebollo
, Ángel Ruiz-Zafra
:
NRP: A Multi-Source, Heterogeneous, Automatic Data Collection System for Infants in Neonatal Intensive Care Units. 678-689 - Shengjie Ji, Dan Ma
, Lunxin Pan
, Wenan Wang, Xiaohang Peng
, Joan Toluwani Amos, Honorine Niyigena Ingabire
, Min Li, Ying Wang, Dezhong Yao
, Peng Ren
:
Automated Prediction of Infant Cognitive Development Risk by Video: A Pilot Study. 690-701 - Habib Hamam
:
Guest Editorial Achieving Health Equity Through AI for Diagnosis and Treatment and Patient Monitoring. 702-706 - Qianghua Liu
, Yu Tian
, Tianshu Zhou
, Kewei Lyu
, Zhixiao Wang
, Yixiao Zheng
, Ying Liu
, Jingjing Ren
, Jingsong Li
:
An Explainable and Personalized Cognitive Reasoning Model Based on Knowledge Graph: Toward Decision Making for General Practice. 707-718 - Wei Dai
, Rui Liu
, Tianyi Wu
, Min Wang
, Jianqin Yin
, Jun Liu
:
Deeply Supervised Skin Lesions Diagnosis With Stage and Branch Attention. 719-729 - Zhijiang Wan
, Manyu Li, Zihan Wang, Hai Tan, Wei Li, Lisu Yu
, Dinesh Jackson Samuel:
CellT-Net: A Composite Transformer Method for 2-D Cell Instance Segmentation. 730-741 - I-Jung Lee
, Yu Hen Hu
, Pei-Chi Hsiao, Shu-Yu Yang, Hsin-Te Lin, Yu-Chung Chen, Bor-Shing Lin
:
AI-Based Automatic System for Assessing Upper-Limb Spasticity of Patients With Stroke Through Voluntary Movement. 742-752 - Shengchao Chen
, Sufen Ren, Guanjun Wang
, Mengxing Huang, Chenyang Xue
:
Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia From Chest X-Ray Images. 753-764 - Jinpei Han
, Xiao Gu
, Guang-Zhong Yang
, Benny Lo
:
Noise-Factorized Disentangled Representation Learning for Generalizable Motor Imagery EEG Classification. 765-776 - Jiahui Pan
, Rongming Liang
, Zhipeng He
, Jingcong Li
, Yan Liang
, Xinjie Zhou
, Yanbin He
, Yuanqing Li
:
ST-SCGNN: A Spatio-Temporal Self-Constructing Graph Neural Network for Cross-Subject EEG-Based Emotion Recognition and Consciousness Detection. 777-788 - Sahar Soltanieh
, Javad Hashemi
, Ali Etemad
:
In-Distribution and Out-of-Distribution Self-Supervised ECG Representation Learning for Arrhythmia Detection. 789-800 - Yu Wei
, Yongpeng Zhu
, Yihan Zhou
, Xiaokang Yu
, Yuxi Luo
:
Automatic Sleep Staging Based on Contextual Scalograms and Attention Convolution Neural Network Using Single-Channel EEG. 801-811 - Jingyao Sun
, Tianyu Jia
, Ping-Ju Lin
, Zhibin Li
, Linhong Ji
, Chong Li
:
Multiscale Canonical Coherence for Functional Corticomuscular Coupling Analysis. 812-822 - Jian Chen
, Ranlin Lu
, Shilin Ye
, Mengting Guang
, Tewodros Megabiaw Tassew
, Bin Jing
, Guofu Zhang
, Geng Chen
, Dinggang Shen
:
Image Recovery Matters: A Recovery-Extraction Framework for Robust Fetal Brain Extraction From MR Images. 823-834 - Dong Yan
, Qiang Li
, Chia-Wei Lin
, Jeng-Yi Shieh
, Wen-Chin Weng
, Po-Hsiang Tsui
:
Hybrid QUS Radiomics: A Multimodal-Integrated Quantitative Ultrasound Radiomics for Assessing Ambulatory Function in Duchenne Muscular Dystrophy. 835-845 - Yunchu Zhang
, Jianfei Dong
:
MAEF-Net: MLP Attention for Feature Enhancement in U-Net based Medical Image Segmentation Networks. 846-857 - Feiyang Yang
, Xiongfei Li
, Haoran Duan
, Feilong Xu
, Yawen Huang
, Xiaoli Zhang
, Yang Long
, Yefeng Zheng
:
MRL-Seg: Overcoming Imbalance in Medical Image Segmentation With Multi-Step Reinforcement Learning. 858-869 - Jules Bonnard
, Arnaud Dapogny
, Richard Zsamboki
, Lucrezia De Braud
, Davor Jurkovic
, Kévin Bailly
, Ferdinand Dhombres
:
Prior-Guided Attribution of Deep Neural Networks for Obstetrics and Gynecology. 870-880 - Xiaoming Qi
, Yuting He
, Yaolei Qi
, Youyong Kong
, Guanyu Yang
, Shuo Li
:
STANet: Spatio-Temporal Adaptive Network and Clinical Prior Embedding Learning for 3D+T CMR Segmentation. 881-892 - Yifan Zhang
, Yonghui Wang
, Lisheng Xu
, Yudong Yao
, Wei Qian
, Lin Qi
:
ST-GAN: A Swin Transformer-Based Generative Adversarial Network for Unsupervised Domain Adaptation of Cross-Modality Cardiac Segmentation. 893-904 - Lian Xinsen
, Kunping Yang
, Chen Bingzhi, Cai Xiuhong, Lu Xinling
, Xu Xinyao, Chen Jinlin, Tian Ming, Pengtao Lin
, Xi Zheng, Chen Linying:
Vague-Segment Technique: Automatic Computation of Tumor Stroma Ratio for Breast Cancer on Whole Slides. 905-916 - Ying Yang
, Tao Xiang
, Xiao Lv
, Lihua Li
, Lok Ming Lui
, Tieyong Zeng
:
Double Transformer Super-Resolution for Breast Cancer ADC Images. 917-928 - Chunna Tian
, Zhenxi Zhang
, Xinbo Gao
, Heng Zhou
, Ran Ran
, Zhicheng Jiao
:
An Implicit-Explicit Prototypical Alignment Framework for Semi-Supervised Medical Image Segmentation. 929-940 - Wenchao Jiang
, Kang Chen
, Zhipeng Liang
, Tianchun Luo
, Guanghui Yue
, Zhiming Zhao
, Wei Song
, Ling Zhao
, Jianxuan Wen
:
HT-RCM: Hashimoto's Thyroiditis Ultrasound Image Classification Model Based on Res-FCT and Res-CAM. 941-951 - Taslim Mahbub
, Ahmad Obeid
, Sajid Javed
, Jorge Dias
, Taimur Hassan
, Naoufel Werghi
:
Center-Focused Affinity Loss for Class Imbalance Histology Image Classification. 952-963 - Xiaoyuan Luo
, Linhao Qu
, Qinhao Guo
, Zhijian Song
, Manning Wang
:
Negative Instance Guided Self-Distillation Framework for Whole Slide Image Analysis. 964-975 - Yuhu Shi
, Zhibin Jin
, Jin Deng
, Weiming Zeng
, Lili Zhou
:
A Novel High-Dimensional Kernel Joint Non-Negative Matrix Factorization With Multimodal Information for Lung Cancer Study. 976-987 - Bingxue Wang
, Liwen Zou
, Jun Chen
, Yingying Cao, Zhenghua Cai
, Yudong Qiu
, Liang Mao
, Zhongqiu Wang
, Jingya Chen
, Luying Gui
, Xiaoping Yang
:
A Weakly Supervised Segmentation Network Embedding Cross-Scale Attention Guidance and Noise-Sensitive Constraint for Detecting Tertiary Lymphoid Structures of Pancreatic Tumors. 988-999 - Chunzhuo Wang
, T. Sunil Kumar
, Walter De Raedt
, Guido Camps
, Hans Hallez
, Bart Vanrumste
:
Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network With Attention. 1000-1011 - Mingxing Chen
, Yiqing Wang
, Yuting Shi
, Jie Feng
, Ruimin Feng
, Xiaojun Guan, Xiaojun Xu, Yuyao Zhang
, Cheng Jin, Hongjiang Wei
:
Brain Age Prediction Based on Quantitative Susceptibility Mapping Using the Segmentation Transformer. 1012-1021 - Brandon Oubre
, Sunghoon Ivan Lee
:
Detection and Assessment of Point-to-Point Movements During Functional Activities Using Deep Learning and Kinematic Analyses of the Stroke-Affected Wrist. 1022-1030 - Ritika Jain
, A. G. Ramakrishnan
:
Modality-Specific Feature Selection, Data Augmentation and Temporal Context for Improved Performance in Sleep Staging. 1031-1042 - Zhiqiang Chen
, Xue Pan
, Zhifei Xu
, Ke Li
, Yudan Lv
, Yuan Zhang
, Hongqiang Sun
:
A Semi-Supervised Multi-Scale Arbitrary Dilated Convolution Neural Network for Pediatric Sleep Staging. 1043-1053 - Zeyu Tang
, Adam Patyk
, James Jolly
, Stephanie P. Goldstein
, John Graham Thomas
, Adam W. Hoover
:
Detecting Eating Episodes From Wrist Motion Using Daily Pattern Analysis. 1054-1065 - Ming-Yang Ho
, Ming-Che Kuo
, Ciao-Sin Chen
, Ruey-Meei Wu
, Ching-Chi Chuang, Chi-Sheng Shih
, Yufeng Jane Tseng
:
Pathological Gait Analysis With an Open-Source Cloud-Enabled Platform Empowered by Semi-Supervised Learning-PathoOpenGait. 1066-1077 - Jian Liu
, Shuaicong Hu
, Ya'nan Wang
, Qihan Hu
, Daomiao Wang
, Cuiwei Yang
:
A Lightweight Hybrid Model Using Multiscale Markov Transition Field for Real-Time Quality Assessment of Photoplethysmography Signals. 1078-1088 - Abdallah Alsammani
, William C. Stacey
, Stephen V. Gliske
:
Estimation of Circular Statistics in the Presence of Measurement Bias. 1089-1100 - Zhiyuan Xu
, Xiao Xu
, Xuemei Zhu, Kai Niu
, Jie Dong
, Zhiqiang He
:
Attention-Based Deep Learning Model for Prediction of Major Adverse Cardiovascular Events in Peritoneal Dialysis Patients. 1101-1109 - Cui-Na Jiao
, Feng Zhou
, Bao-Min Liu
, Chun-Hou Zheng
, Jin-Xing Liu
, Ying-Lian Gao
:
Multi-Kernel Graph Attention Deep Autoencoder for MiRNA-Disease Association Prediction. 1110-1121 - Zhouyang Lou, Mingyang Li, Nan Kong
, Noll L. Campbell
, Wanzhu Tu
:
An Improved Statistical Modeling Approach to Individual Anticholinergic Drug Use Trend Analysis. 1122-1133 - Hongmin Cai
, Yi Liao
, Lei Zhu, Zhikang Wang
, Jiangning Song
:
Improving Cancer Survival Prediction via Graph Convolutional Neural Network Learning on Protein-Protein Interaction Networks. 1134-1143