Journal: IEEE Transactions on Information Technology in Biomedicine

Volume 28, Issue 5

2459 -- 2460Athanasios Tsanas, Andreas Triantafyllidis, Manolis Tsiknakis. Guest Editorial Pervasive Computing in Healthcare
2461 -- 2472Muhammad Zubair 0006, Sungpil Woo, Sunhwan Lim, Daeyoung Kim 0001. Deep Representation Learning With Sample Generation and Augmented Attention Module for Imbalanced ECG Classification
2473 -- 2484Xiaomao Fan, Xianhui Chen, Wenjun Ma, Weidong Gao 0003. BAFNet: Bottleneck Attention Based Fusion Network for Sleep Apnea Detection
2485 -- 2495Yujie Li, Jingrui Chen, Wenjun Ma, Gansen Zhao, Xiaomao Fan. MVF-SleepNet: Multi-View Fusion Network for Sleep Stage Classification
2496 -- 2499Kai Fang, Wei Wang 0077, Marcin Wozniak, Qingchen Zhang, Keping Yu, Junxin Chen, Amr Tolba, Leo Yu Zhang. Guest Editorial AI-Empowered Internet of Things for Data-Driven Psychophysiological Computing and Patient Monitoring
2500 -- 2511Wenbiao Hu, Gui-bin Bian, Linfei Huang, Yao Pi, Xianbin Zhang, Xiaoyun Zhang, Victor Hugo C. de Albuquerque, Wan-Qing Wu. Constructing Bodily Emotion Maps Based on High-Density Body Surface Potentials for Psychophysiological Computing
2512 -- 2523Hao Jin, Ying Gao 0004, Tingting Wang 0006, Ping Gao. DAST: A Domain-Adaptive Learning Combining Spatio-Temporal Dynamic Attention for Electroencephalography Emotion Recognition
2524 -- 2535Peng He 0001, Shaoming Meng, Yaping Cui, Dapeng Wu 0002, Ruyan Wang. Compression and Encryption of Heterogeneous Signals for Internet of Medical Things
2536 -- 2546Shiliang Shao, Guangjie Han, Ting Wang, Chuan Lin 0001, Chunhe Song, Chen Yao. EEG-Based Mental Workload Classification Method Based on Hybrid Deep Learning Model Under IoT
2547 -- 2557Wei Huang 0013, Wenqiang Xu, Renjie Wan, Peng Zhang 0005, Yufei Zha, Meng Pang. Auto Diagnosis of Parkinson's Disease Via a Deep Learning Model Based on Mixed Emotional Facial Expressions
2558 -- 2568Dongrui Gao, Pengrui Li, Manqing Wang, Yujie Liang, Shihong Liu, Jiliu Zhou, Lutao Wang, Yongqing Zhang. CSF-GTNet: A Novel Multi-Dimensional Feature Fusion Network Based on Convnext-GeLU- BiLSTM for EEG-Signals-Enabled Fatigue Driving Detection
2569 -- 2580Feifei Shi, Huansheng Ning, Ruoxiu Xiao, Tao Zhu, Nannan Li. Skin Conductance-Based Acupoint and Non-Acupoint Recognition Using Machine Learning
2581 -- 2591Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava 0001. Graph Attention-Based Curriculum Learning for Mental Healthcare Classification
2592 -- 2601Haifeng Lu, Shihao Xu, Shipeng Zhao, Xiping Hu 0001, Rong Ma, Bin Hu 0001. EPIC: Emotion Perception by Spatio-Temporal Interaction Context of Gait
2602 -- 2612Yuzhu Hu, Jian Chen, Junxin Chen, Wei Wang 0077, Shen Zhao, Xiping Hu 0001. An Ensemble Classification Model for Depression Based on Wearable Device Sleep Data
2613 -- 2623Fernando García-García, Dae-Jin Lee, Pedro Pablo España Yandiola, Isabel Urrutia Landa, Joaquín Martínez-Minaya, Miren Hayet-Otero, Mónica Nieves Ermecheo, José María Quintana, Rosario Menéndez, Antoni Torres, Rafael Zalacain Jorge. Cost-Sensitive Ordinal Classification Methods to Predict SARS-CoV-2 Pneumonia Severity
2624 -- 2635Shiang Hu, Zhihao Zhang, Xiaochu Zhang, Xiaopei Wu, Pedro A. Valdés-Sosa. $\bm{\xi}$-$\bm{\pi}$: A Nonparametric Model for Neural Power Spectra Decomposition
2636 -- 2649Bin Lin, Chuanzheng Jia, Huicheng Yang, Yi Zhang 0035, Xianhe Xie, Zhihao Chen, Xianzeng Zhang. Vital Sign Monitoring for Cancer Patients Based on Dual-Path Sensor and Divided-Frequency-CNN Model
2650 -- 2661Cheng Ding, Zhicheng Guo, Cynthia Rudin, Ran Xiao, Amit J. Shah, Duc H. Do, Randall J. Lee, Gari D. Clifford, Fadi B. Nahab, Xiao Hu 0002. Learning From Alarms: A Robust Learning Approach for Accurate Photoplethysmography-Based Atrial Fibrillation Detection Using Eight Million Samples Labeled With Imprecise Arrhythmia Alarms
2662 -- 2673Yan Pei, Jiahui Xu, Qianhao Chen, Chenhao Wang, Feng Yu 0003, Lisan Zhang, Wei Luo. DTP-Net: Learning to Reconstruct EEG Signals in Time-Frequency Domain by Multi-Scale Feature Reuse
2674 -- 2686Lei Liu, Huiqi Y. Lu, Maxine Whelan, Yifan Chen 0001, Xiaorong Ding. CiGNN: A Causality-Informed and Graph Neural Network Based Framework for Cuffless Continuous Blood Pressure Estimation
2687 -- 2698Dongzhou Cheng, Lei Zhang 0130, Lutong Qin, Shuoyuan Wang, Hao Wu 0010, Aiguo Song. MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition
2699 -- 2712Arash Shokouhmand, Xinyu Jiang, Farrokh Ayazi, Negar Ebadi. MEMS Fingertip Strain Plethysmography for Cuffless Estimation of Blood Pressure
2713 -- 2722Manikandan Shenbagam, Anne Tryphosa Kamatham, Priyanka Vijay, Suman Salimath, Shriniwas Patwardhan, Siddhartha Sikdar, Chitra Kataria, Biswarup Mukherjee 0001. A Sonomyography-Based Muscle Computer Interface for Individuals With Spinal Cord Injury
2723 -- 2732Dongxuan Li, Peiqi Kang, Yang Yu 0019, Peter B. Shull. Graph-Driven Simultaneous and Proportional Estimation of Wrist Angle and Grasp Force via High-Density EMG
2745 -- 2758Pei Hua Lin, Ping-Huan Kuo, Kuan-Lin Chen. Developmental Prediction of Poststroke Patients in Activities of Daily Living by Using Tree-Structured Parzen Estimator-Optimized Stacking Ensemble Approaches
2759 -- 2768Benjamin Strandli Fermann, John Nyberg, Espen W. Remme, Jahn Frederik Grue, Helén Grue, Roger Håland, Lasse Løvstakken, Håvard Dalen, Bjørnar Grenne, Svein Arne Aase, Sten Roar Snare, Andreas Østvik. Cardiac Valve Event Timing in Echocardiography Using Deep Learning and Triplane Recordings
2769 -- 2780En Lai, Ximing Mai, Minghao Ji, Songwei Li, Jianjun Meng. High-Frequency Discrete-Interval Binary Sequence in Asynchronous C-VEP-Based BCI for Visual Fatigue Reduction
2781 -- 2793Fangyu Zuo, Peiguang Jing, Jinglin Sun, Jizhong Duan, Yong-Ji, Yu Liu 0004. Deep Learning-Based Eye-Tracking Analysis for Diagnosis of Alzheimer's Disease Using 3D Comprehensive Visual Stimuli
2794 -- 2805Lin Liu, Dongfang Yu, Hongzhou Lu, Caifeng Shan, Wenjin Wang. Camera-Based Seismocardiogram for Heart Rate Variability Monitoring
2806 -- 2817Yijin Huang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang 0001. SSiT: Saliency-Guided Self-Supervised Image Transformer for Diabetic Retinopathy Grading
2818 -- 2829Yongdong Fan, Qiong Li, Haokun Mao, Feng Jiang 0001. Magnetoencephalography Decoding Transfer Approach: From Deep Learning Models to Intrinsically Interpretable Models
2830 -- 2841Qingting Jiang, Hailiang Ye, Bing Yang, Feilong Cao. Label-Decoupled Medical Image Segmentation With Spatial-Channel Graph Convolution and Dual Attention Enhancement
2842 -- 2853Jiachen Zhao, Tianshu Jiang, Yi Lin, Lok-Chun Chan, Ping-Keung Chan, Chun-Yi Wen, Hao Chen 0011. Adaptive Fusion of Deep Learning With Statistical Anatomical Knowledge for Robust Patella Segmentation From CT Images
2854 -- 2865Kai-Ni Wang, Shengxiao Li, Zhenyu Bu, Fuxing Zhao, Guang-Quan Zhou, Shoujun Zhou, Yang Chen 0008. SBCNet: Scale and Boundary Context Attention Dual-Branch Network for Liver Tumor Segmentation
2866 -- 2878Luolin Chen, Yusong Zhou, Shengzhou Xu. ERetinaNet: An Efficient Neural Network Based on RetinaNet for Mammographic Breast Mass Detection
2879 -- 2890Jingjun Zhou, Xiangjiang Dong, Qian Liu 0003. Clustering-Guided Twin Contrastive Learning for Endomicroscopy Image Classification
2891 -- 2903Xu Ji, Xu Zhuo, Yuchen Lu, Weilong Mao, Shiyu Zhu, Guotao Quan, Yan-xi, Tianling Lyu, Yang Chen 0008. Image Domain Multi-Material Decomposition Noise Suppression Through Basis Transformation and Selective Filtering
2904 -- 2915Jion Kim, Yan Li 0050, Byeong-Seok Shin. 3D-DGGAN: A Data-Guided Generative Adversarial Network for High Fidelity in Medical Image Generation
2916 -- 2929Jingshu Li, Tianyu Fu 0003, Hong Song, Jingfan Fan, Deqiang Xiao, Yucong Lin, Ying Gu, Jian Yang 0009. Embedding-Alignment Fusion-Based Graph Convolution Network With Mixed Learning Strategy for 4D Medical Image Reconstruction
2930 -- 2942Hui Che, Jiaxin Qin, Yao Chen, Zihan Ji, Yibo Yan, Jing Yang, Qi Wang, Chaofeng Liang, Jian Wu 0012. Improving Needle Tip Tracking and Detection in Ultrasound-Based Navigation System Using Deep Learning-Enabled Approach
2943 -- 2954Bin Pu, Kenli Li 0001, Jianguo Chen 0001, Yuhuan Lu, Qing Zeng 0005, Jiewen Yang, Shengli Li. HFSCCD: A Hybrid Neural Network for Fetal Standard Cardiac Cycle Detection in Ultrasound Videos
2955 -- 2966Xuenan Liu, Xuezhi Yang, Xiaobai Li. HRUNet: Assessing Uncertainty in Heart Rates Measured From Facial Videos
2967 -- 2978Deok-Joong Lee, Dong-Hee Shin, Young-Han Son, Ji-Wung Han, Ji-Hye Oh, Da-Hyun Kim, Ji-Hoon Jeong, Tae-Eui Kam. Spectral Graph Neural Network-Based Multi-Atlas Brain Network Fusion for Major Depressive Disorder Diagnosis
2979 -- 2990Diwei Su, Jianxu Luo, Cheng Fei. An Efficient and Rapid Medical Image Segmentation Network
2991 -- 3002Tao Wei, Yiqi Wang, Yuqiang Zhang, Yunfu Wang, Liang Zhao. Boundary-Sensitive Segmentation of Small Liver Lesions
3003 -- 3014Huaqi Zhang, Jie Liu, Weifan Liu, Huang Chen, Zekuan Yu, Yixuan Yuan, Pengyu Wang, Jing Qin. MHD-Net: Memory-Aware Hetero-Modal Distillation Network for Thymic Epithelial Tumor Typing With Missing Pathology Modality
3015 -- 3028Dongmin Huang, Dongfang Yu, Yongshen Zeng, Xiaoyan Song, Liping Pan, Junli He, Lirong Ren, Jie Yang, Hongzhou Lu, Wenjin Wang 0002. Generalized Camera-Based Infant Sleep-Wake Monitoring in NICUs: A Multi-Center Clinical Trial
3029 -- 3041Cui-Na Jiao, Junliang Shang, Feng Li 0033, Xinchun Cui, Yan-li Wang, Ying-Lian Gao, Jin-Xing Liu. Diagnosis-Guided Deep Subspace Clustering Association Study for Pathogenetic Markers Identification of Alzheimer's Disease Based on Comparative Atlases
3042 -- 3054Nuo Tong, Shuiping Gou, Yulin Yang, Bo Liu 0009, Yufeng Bai, Jingzhong Liu, Tan Ding. Fully Automatic Fine-Grained Grading of Lumbar Intervertebral Disc Degeneration Using Regional Feature Recalibration Network
3055 -- 3066Meiling Wang, Xiaohai He, Luping Liu, Qingmao Fang, Mei Zhang, Honggang Chen, Yan Liu. HCT: Chinese Medical Machine Reading Comprehension Question-Answering via Hierarchically Collaborative Transformer
3067 -- 3078Daniel Parra, David Joedicke, J. Manuel Velasco, Gabriel Kronberger, José Ignacio Hidalgo. Learning Difference Equations With Structured Grammatical Evolution for Postprandial Glycaemia Prediction
3079 -- 3089Peketi Divya, Sravani Yenduri, Chalavadi Vishnu, C. Krishna Mohan, Yen-Wei Chen 0001. Memory Guided Transformer With Spatio-Semantic Visual Extractor for Medical Report Generation
3090 -- 3101Chang Cui, Yongqiang Tang, Wensheng Zhang 0002. Deep Survival Analysis With Latent Clustering and Contrastive Learning
3102 -- 3113Jiaxi Li, Zhelong Wang, Lina Wu, Sen Qiu, Hongyu Zhao 0001, Fang Lin, Ke Zhang. Method for Incomplete and Imbalanced Data Based on Multivariate Imputation by Chained Equations and Ensemble Learning
3114 -- 3122Dipesh Tamboli, Jiayu Chen, Kiran Pranesh Jotheeswaran, Denny Yu, Vaneet Aggarwal. Reinforced Sequential Decision-Making for Sepsis Treatment: The PosNegDM Framework With Mortality Classifier and Transformer
3123 -- 3133Giovanni Annuzzi, Andrea Apicella 0001, Pasquale Arpaia, Lutgarda Bozzetto, Sabatina Criscuolo, Egidio De Benedetto, Marisa Pesola, Roberto Prevete. Exploring Nutritional Influence on Blood Glucose Forecasting for Type 1 Diabetes Using Explainable AI
3134 -- 3145Haiyue Wang, Zaiyi Liu, Xiaoke Ma. Learning Consistency and Specificity of Cells From Single-Cell Multi-Omic Data
3146 -- 3157Yuanxu Wang, Jinmiao Song, Qiguo Dai, Xiaodong Duan. Hierarchical Negative Sampling Based Graph Contrastive Learning Approach for Drug-Disease Association Prediction
3158 -- 3166Fan Hu, Weihong Zhang, Huazhen Huang, Wang Li, Yang Li, Peng Yin. A Transferability-Based Method for Evaluating the Protein Representation Learning
3167 -- 3177Wenjian Ma, Xiangpeng Bi, Huasen Jiang, Shugang Zhang, Zhiqiang Wei 0002. CollaPPI: A Collaborative Learning Framework for Predicting Protein-Protein Interactions
3178 -- 3185Wen-Yue Kang, Ying-Lian Gao, Ying Wang, Feng Li 0033, Jin-Xing Liu. KFDAE: CircRNA-Disease Associations Prediction Based on Kernel Fusion and Deep Auto-Encoder
3186 -- 3199Zichao Lin, Xialv Lin, Xu Yang 0003. An Automated Analysis Framework for Epidemiological Survey on COVID-19