Journal: IEEE Transactions on Information Technology in Biomedicine

Volume 28, Issue 11

6296 -- 6297Weizheng Wang, Zhuotao Lian, Kapal Dev, Shan Jiang. Guest Editorial: Metaverse for Healthcare Trends, Challenges, and Solutions
6298 -- 6307Guowei Fang, Yi Sun, Mutiq Almutiq, Wei Zhou, Yekang Zhao, Yongjun Ren. Distributed Medical Data Storage Mechanism Based on Proof of Retrievability and Vector Commitment for Metaverse Services
6308 -- 6317Xiaotong Wu, Yihong Yang, Muhammad Bilal 0003, Lianyong Qi, Xiaolong Xu 0001. 6G-Enabled Anomaly Detection for Metaverse Healthcare Analytics in Internet of Things
6318 -- 6328Shizhuo Deng, Jiaqi Chen, Da Teng, Chuangui Yang, Dongyue Chen 0001, Tong Jia, Hao Wang 0073. LHAR: Lightweight Human Activity Recognition on Knowledge Distillation
6329 -- 6337Huakun Huang, Chaoran Zhang, Lingjun Zhao, Shuxue Ding, Hanpin Wang, Huijun Wu. Self-Supervised Medical Image Denoising Based on WISTA-Net for Human Healthcare in Metaverse
6338 -- 6347Liang Wang, Wei Su 0006, Fei Song 0001, IIsun You. Integrating Smart Computility for Subflow Orchestration in Remote Virtual Services
6348 -- 6359Hai Liu 0007, Dequan Xu, Youliang Tian, Changgen Peng, Zhenqiang Wu, Ziyue Wang. Wasserstein Generative Adversarial Networks Based Differential Privacy Metaverse Data Sharing
6360 -- 6369Baoru Han, Han Wang 0005, Dawei Qiao, Jia Xu, Tianyu Yan. Application of Zero-Watermarking Scheme Based on Swin Transformer for Securing the Metaverse Healthcare Data
6370 -- 6372Luyang Luo, Daguang Xu, Jing Qin 0001, Yueming Jin, Hao Chen 0011. Guest Editorial: Trustworthy Machine Learning for Health Informatics
6373 -- 6383Guanghui Yue 0001, Peishan Wei, Tianwei Zhou, Youyi Song, Cheng Zhao 0003, Tianfu Wang 0001, Baiying Lei. Specificity-Aware Federated Learning With Dynamic Feature Fusion Network for Imbalanced Medical Image Classification
6384 -- 6394Yunlu Yan, Hong Wang 0021, Yawen Huang, Nanjun He, Lei Zhu 0003, Yong Xu 0001, Yuexiang Li, Yefeng Zheng 0001. Cross-Modal Vertical Federated Learning for MRI Reconstruction
6395 -- 6404Peilun Song, Xiuxia Yuan, Xue Li, Xueqin Song, Yaping Wang. Multi-Loss Disentangled Generative-Discriminative Learning for Multimodal Representation in Schizophrenia
6405 -- 6416Qing Wang 0059, Xinghong Chen, Weiping Liu, Guannan Chen, Harry Qin. SFWN: A Novel Semi-Supervised Feature Weighted Neural Network for Gene Data Feature Learning and Mining With Graph Modeling
6417 -- 6428Tong Xia, Ting Dang, Jing Han 0010, Lorena Qendro, Cecilia Mascolo. Uncertainty-Aware Health Diagnostics via Class-Balanced Evidential Deep Learning
6429 -- 6440Chenhui Wang, Yiming Lei, Tao Chen, Junping Zhang, Yuxin Li, Hongming Shan. HOPE: Hybrid-Granularity Ordinal Prototype Learning for Progression Prediction of Mild Cognitive Impairment
6441 -- 6453Jinxin Zhang, Wei Li 0032, Mingfeng Ge, Ruoqian Gao, Wenfei Dong. Locality Cross-domain Discriminant Analysis for Membranous Nephropathy Recognition Using Microscopic Hyperspectral Imaging
6454 -- 6465Katarzyna Kobylinska, Mateusz Krzyzinski, Rafal Machowicz, Mariusz Adamek, Przemyslaw Biecek. Exploration of the Rashomon Set Assists Trustworthy Explanations for Medical Data
6466 -- 6473Ahmed M. A. Salih, Ilaria Boscolo Galazzo, Zahra Raisi-Estabragh, Steffen E. Petersen, Gloria Menegaz, Petia Radeva. Characterizing the Contribution of Dependent Features in XAI Methods
6474 -- 6485Jinpeng Lyu, Yuankui Yang, Yuan Zong, Yue Leng, Wenming Zheng, Sheng Ge. Novel Sinusoidal Signal Assisted Multivariate Variational Mode Decomposition Combined With Task-Related Component Analysis for Enhancing SSVEP-Based BCI Performance
6486 -- 6497Zanhao Fu, Huaiyu Zhu 0004, Yisheng Zhao, Ruohong Huan, Yi Zhang, Shuohui Chen, Yun Pan. GMAEEG: A Self-Supervised Graph Masked Autoencoder for EEG Representation Learning
6498 -- 6511Hong Zeng 0002, Yue Zhao, Fabio Babiloni, Ming Tao, Wanzeng Kong, Guojun Dai. A General DNA-Like Hybrid Symbiosis Framework: An EEG Cognitive Recognition Method
6512 -- 6524Kezhe Zhu, Dongxuan Li, Jinxuan Li, Peter B. Shull. Real-Time IMU-Based Kinematics in the Presence of Wireless Data Drop
6525 -- 6537Ruijing Wang, Sagar Chakravarthy Mathada Veera, Onur Asan, Ting Liao. A Systematic Review on the Use of Consumer-Based ECG Wearables on Cardiac Health Monitoring
6538 -- 6547Pedro Matias 0002, Ricardo Araújo, Ricardo Graça, Ana Rita Henriques, David Belo, Maria Valada, Nasim Nakhost Lotfi, Elsa Frazão Mateus, Helga Radner, Ana M. Rodrigues, Paul Studenic, Francisco Nunes. COTIDIANA Dataset - Smartphone-Collected Data on the Mobility, Finger Dexterity, and Mental Health of People With Rheumatic and Musculoskeletal Diseases
6548 -- 6556Mingyu Du, Bowen Lv, Bingfei Fan, Xiaoling Li, Junze Yu, Fugang Yi, Tao Liu 0006, Shibo Cai. Ankle Moment Estimation Based on A Novel Distributed Plantar Pressure Sensing System
6557 -- 6567Xiaoshuang Wang, Ziheng Gao, Meiyan Zhang, Ying Wang, Lin Yang, Jianwen Lin, Tommi Kärkkäinen, Fengyu Cong. Combination of Channel Reordering Strategy and Dual CNN-LSTM for Epileptic Seizure Prediction Using Three iEEG Datasets
6568 -- 6580Zequan Lian, Tao Xu 0010, Zhen Yuan, Junhua Li, Nitish V. Thakor, Hongtao Wang 0001. Driving Fatigue Detection Based on Hybrid Electroencephalography and Eye Tracking
6581 -- 6593Jiawei Liu, Ruimin Wang, Yuankui Yang, Yuan Zong, Yue Leng, Wenming Zheng, Sheng Ge. Convolutional Transformer-Based Cross Subject Model for SSVEP-Based BCI Classification
6594 -- 6605Miguel Matey-Sanz, Alberto González-Pérez, Sven Casteleyn, Carlos Granell. Implementing and Evaluating the Timed Up and Go Test Automation Using Smartphones and Smartwatches
6606 -- 6618Guoxin Wang 0003, Shreejith Shanker, Avishek Nag, Yong Lian 0001, Deepu John. ECG Biometric Authentication Using Self-Supervised Learning for IoT Edge Sensors
6619 -- 6628Ann-Kristin Seifer, Arne Küderle, Eva Dorschky, Hamid Moradi, Ronny Hannemann, Bjoern M. Eskofier. Step Length and Gait Speed Estimation Using a Hearing Aid Integrated Accelerometer: A Comparison of Different Algorithms
6629 -- 6640Peiwen Fu, Wenjuan Zhong, Yuyang Zhang, Wenxuan Xiong, Yuzhou Lin, Yanlong Tai, Lin Meng, Mingming Zhang 0001. Predicting Continuous Locomotion Modes via Multidimensional Feature Learning From sEMG
6641 -- 6652Jiameng Bao, Guangming Wang, Tianyu Wang, Ning Wu, Shimin Hu, Won-Hee Lee, Sio-Long Lo, Xiangguo Yan, Yang Zheng 0005, Gang Wang 0005. A Feature Fusion Model Based on Temporal Convolutional Network for Automatic Sleep Staging Using Single-Channel EEG
6653 -- 6660Mahsa Alidadi, Maryam Mohebbi, Mohamad Forouzanfar. Blood Pressure Estimation Based on the Timing of the Arterial Reflected Waves by Oscillometric Pulse Wave Decomposition
6661 -- 6673Xuan Wang, Lisha Yu, Hailiang Wang, Kwok-Leung Tsui, Yang Zhao 0009. Sensor-Based Multifaceted Feature Extraction and Ensemble Elastic Net Approach for Assessing Fall Risk in Community-Dwelling Older Adults
6674 -- 6684Jlenia Toppi, Ilaria Quattrociocchi, Angela Riccio, Mariagrazia D'Ippolito, Marta Aloisi, Emma Colamarino, Floriana Pichiorri, Febo Cincotti, Rita Formisano, Donatella Mattia. EEG-Derived Markers to Improve Prognostic Evaluation of Disorders of Consciousness
6685 -- 6698Yunbo Tang, Weirong Huang, Rongchang Liu, Yuanlong Yu. Learning Interpretable Brain Functional Connectivity via Self-Supervised Triplet Network With Depth-Wise Attention
6699 -- 6711Ryan A. L. Schoop, Lotte M. de Roode, Lisanne L. de Boer, Behdad Dashtbozorg. Framework for Deep Learning Based Multi-Modality Image Registration of Snapshot and Pathology Images
6712 -- 6724Tianxiao Cai, Xiang Li, Chenglan Zhong, Wei Tang, Jixiang Guo. DiffMAR: A Generalized Diffusion Model for Metal Artifact Reduction in CT Images
6725 -- 6737Yunlong Qiu, Haifeng Zhang, Chonghui Song, Xiaolong Zhao, Hao Li, Xianbo Wang. GKE-TUNet: Geometry-Knowledge Embedded TransUNet Model for Retinal Vessel Segmentation Considering Anatomical Topology
6738 -- 6750Zhiyu Wang, Chuchu Liao, Liping Pan, Hongzhou Lu, Caifeng Shan, Wenjin Wang 0002. Living-Skin Detection Based on Spatio-Temporal Analysis of Structured Light Pattern
6751 -- 6763Xuanmin Chen, Liyan Ma, Shihui Ying, Dinggang Shen, Tieyong Zeng. FEFA: Frequency Enhanced Multi-Modal MRI Reconstruction With Deep Feature Alignment
6764 -- 6777Michela Gravina, Massimo Maddaluno, Stefano Marrone 0002, Mario Sansone, Roberta Fusco, Vincenza Granata, Antonella Petrillo, Carlo Sansone. A Physiological-Informed Generative Model for Improving Breast Lesion Classification in Small DCE-MRI Datasets
6778 -- 6790Zhongzhou Zhang, Hui Yu, Zhongxian Wang, Zhiwen Wang, Jingfeng Lu, Yan Liu 0052, Yi Zhang 0018. Gradient-Guided Network With Fourier Enhancement for Glioma Segmentation in Multimodal 3D MRI
6791 -- 6802Boah Kim, Tejas Sudharshan Mathai, Kimberly Helm, Peter A. Pinto, Ronald M. Summers. Classification of Multi-Parametric Body MRI Series Using Deep Learning
6803 -- 6814Zheng Li, Jinhui Zhang, Siyi Wei, Yueyang Gao, Chengwei Cao, Zhiwei Wu. TPAFNet: Transformer-Driven Pyramid Attention Fusion Network for 3D Medical Image Segmentation
6815 -- 6827Dayang Wang, Shuo Han 0009, Yongshun Xu, Zhan Wu, Li Zhou, Bahareh Morovati, Hengyong Yu. LoMAE: Simple Streamlined Low-Level Masked Autoencoders for Robust, Generalized, and Interpretable Low-Dose CT Denoising
6828 -- 6839Rahimi Zahari, Julie Cox, Boguslaw Obara. Mitigating Diagnostic Errors in Lung Cancer Classification: A Multi-Eyes Principle to Uncertainty Quantification
6840 -- 6853Yi Zhang, Bolun Zeng, Jia Li, Yuanyi Zheng, Xiaojun Chen 0003. A Multi-Task Transformer With Local-Global Feature Interaction and Multiple Tumoral Region Guidance for Breast Cancer Diagnosis
6854 -- 6864Gai Li, Chunhong Cao, Huawei Fu, Xingxing Li, Xieping Gao. Modeling Functional Brain Networks for ADHD via Spatial Preservation-Based Neural Architecture Search
6865 -- 6873Mingzhe Jiang, Yufei Li, Jiangshan He, Yuqiang Yang, Hui Xie, Xueli Chen. Physiological Time-Series Fusion With Hybrid Attention for Adaptive Recognition of Pain
6874 -- 6885David Susic, Anton Gradisek, Matjaz Gams. PCGmix: A Data-Augmentation Method for Heart-Sound Classification
6886 -- 6896Yashar Kiarashi, Pradyumna B. Suresha, Ali Bahrami Rad, Matthew A. Reyna, Conor Anderson, Jenny Foster, Johanna Lantz, Tania Villavicencio, Theresa Hamlin, Gari D. Clifford. Off-Body Sleep Analysis for Predicting Adverse Behavior in Individuals With Autism Spectrum Disorder
6897 -- 6905Huiwei Zhou, LanLan Wang, Weihong Yao, Wenchu Li, Hao Zhou, Hongyun Zeng. Generating Biomedical Hypothesis With Spatiotemporal Transformers
6906 -- 6917Claudio Crema, Federico Verde, Pietro Tiraboschi, Camillo Marra, Andrea Arighi, Silvia Fostinelli, Guido Maria Giuffrè, Vera Pacoova Dal Maschio, Federica L'Abbate, Federica Solca, Barbara Poletti, Vincenzo Silani, Emanuela Rotondo, Vittoria Borracci, Roberto Vimercati, Valeria Crepaldi, Emanuela Inguscio, Massimo Filippi, Francesca Caso, Alessandra Maria Rosati, Davide Quaranta, Giuliano Binetti, Ilaria Pagnoni, Manuela Morreale, Francesca Burgio, Michelangelo Stanzani-Maserati, Sabina Capellari, Matteo Pardini, Nicola Girtler, Federica Piras, Fabrizio Piras, Stefania Lalli, Elena Perdixi, Gemma Lombardi, Sonia Di Tella, Alfredo Costa, Marco Capelli, Cira Fundarò, Marina Manera, Cristina Muscio, Elisa Pellencin, Raffaele Lodi, Fabrizio Tagliavini, Alberto Redolfi. Medical Information Extraction With NLP-Powered QABots: A Real-World Scenario
6918 -- 6930Hsinhan Tsai, Ta-Wei Yang, Kai-Hao Ou, Tung-Hung Su, Che Lin, Cheng-Fu Chou. Multimodal Attention Network for Dementia Prediction
6931 -- 6943Kuba Weimann, Tim O. F. Conrad. Federated Learning With Deep Neural Networks: A Privacy-Preserving Approach to Enhanced ECG Classification
6944 -- 6957Sara Campanella, Giovanni Paragliola, Valentino Cherubini, Paola Pierleoni, Lorenzo Palma. Towards Personalized AI-Based Diabetes Therapy: A Review
6958 -- 6973Saeed Shurrab, Alejandro Guerra-Manzanares, Amani Magid, Bartlomiej Piechowski-Jozwiak, Seyed Farokh Atashzar, Farah E. Shamout. Multimodal Machine Learning for Stroke Prognosis and Diagnosis: A Systematic Review
6974 -- 6982Prem Singh Bist, Hilal Tayara, Kil To Chong 0001. Generative AI in the Advancement of Viral Therapeutics for Predicting and Targeting Immune-Evasive SARS-CoV-2 Mutations
6983 -- 6996Hong Liang, Haoran Luo, Zhiling Sang, Miao Jia, Xiaohan Jiang, Zheng Wang 0035, Shan Cong, Xiaohui Yao. GREMI: An Explainable Multi-Omics Integration Framework for Enhanced Disease Prediction and Module Identification
6997 -- 7005Peng Xu, Zhitao Wei, Chuchu Li, Jiaqi Yuan, Zaiyi Liu, Wenbin Liu. Drug-Target Prediction Based on Dynamic Heterogeneous Graph Convolutional Network
7006 -- 7014Junliang Shang, Linqian Zhao, Xin He, Xianghan Meng, Limin Zhang, Daohui Ge, Feng Li 0033, Jin-Xing Liu 0001. SGFCCDA: Scale Graph Convolutional Networks and Feature Convolution for circRNA-Disease Association Prediction
7015 -- 7027Qiaoming Liu, Dandan Zhang, Dong Wang, Guohua Wang, Yadong Wang. Automatically Detecting Anchor Cells and Clustering for scRNA-Seq Data Using scTSNN