Journal: IEEE Transactions on Information Technology in Biomedicine

Volume 28, Issue 6

3203 -- 3205Jiachen Yang, Houbing Song, Muhammad Khurram Khan. Guest Editorial XAI Based Biomedical Big Data Privacy and Security
3206 -- 3218Junsheng Mu, Michel Kadoch, Tongtong Yuan, Wenzhe Lv, Qiang Liu 0030, Bohan Li 0005. Explainable Federated Medical Image Analysis Through Causal Learning and Blockchain
3219 -- 3227Zhiri Tang, Hau-San Wong, Zekuan Yu. Privacy-Preserving Federated Learning With Domain Adaptation for Multi-Disease Ocular Disease Recognition
3228 -- 3235Izhar Ahmed Khan, Imran Razzak, Dechang Pi, Umar Zia, Shaharyar Kamal, Yasir Hussain. A Novel Collaborative SRU Network With Dynamic Behaviour Aggregation, Reduced Communication Overhead and Explainable Features
3236 -- 3247Ijaz Ahmad, Mingxing Zhu, Guanglin Li 0001, Danish Javeed, Prabhat Kumar 0003, Shixiong Chen. A Secure and Interpretable AI for Smart Healthcare System: A Case Study on Epilepsy Diagnosis Using EEG Signals
3248 -- 3257Ziqi Chen, Jun Du, Xiangwang Hou, Keping Yu, Jintao Wang, Zhu Han 0001. Channel Adaptive and Sparsity Personalized Federated Learning for Privacy Protection in Smart Healthcare Systems
3258 -- 3268Swagatika Devi, Manmath Narayan Sahoo, Sambit Bakshi. Explainable Reverse Verification of Goodness of Classification of MRI Images by Clinical Experts
3269 -- 3278Xiyu Liang, Yali Liu, Jianting Ning. An Access Control Scheme With Privacy-Preserving Authentication and Flexible Revocation for Smart Healthcare
3279 -- 3281Sidheswar Routray, Uttam Ghosh, Xingwang Li 0001, Khaled M. Rabie. Editorial AI Driven Internet of Medical Things for Smart Healthcare Applications: Challenges and Future Trends
3282 -- 3292Jingwei Liu, Jin Zhang, Mian Ahmad Jan, Rong Sun, Lei Liu 0031, Sahil Verma, Pushpita Chatterjee. A Comprehensive Privacy-Preserving Federated Learning Scheme With Secure Authentication and Aggregation for Internet of Medical Things
3293 -- 3304Farhan Ullah, Gautam Srivastava 0001, Heng Xiao, Shamsher Ullah, Jerry Chun-Wei Lin, Yue Zhao 0014. A Scalable Federated Learning Approach for Collaborative Smart Healthcare Systems With Intermittent Clients Using Medical Imaging
3305 -- 3316Yixiao Wang, Huaming Wu, Rutvij H. Jhaveri, Youcef Djenouri. DRL-Based URLLC-Constraint and Energy-Efficient Task Offloading for Internet of Health Things
3317 -- 3328Zhiguo Qu, Wenke Shi, Bo Liu, Deepak Gupta, Prayag Tiwari. IoMT-Based Smart Healthcare Detection System Driven by Quantum Blockchain and Quantum Neural Network
3329 -- 3340Eric Appiah Mantey, Conghua Zhou, Joseph Henry Anajemba, John Kingsley Arthur, Yasir Hamid, Atif Chowhan, Otuu Obinna Ogbonnia. Federated Learning Approach for Secured Medical Recommendation in Internet of Medical Things Using Homomorphic Encryption
3341 -- 3348Lianhong Zhang, Yuxin Wu, Lunyuan Chen, Lisheng Fan, Arumugam Nallanathan. Scoring Aided Federated Learning on Long-Tailed Data for Wireless IoMT Based Healthcare System
3349 -- 3360Li Zhang 0096, Jianbo Xu, Audithan Sivaraman, Lazarus Jegatha Deborah, Pradip Kumar Sharma, Pandi Vijayakumar. A Two-Stage Differential Privacy Scheme for Federated Learning Based on Edge Intelligence
3361 -- 3370Muhammad Umair Ali, Amad Zafar, Karam Dad Kallu, Haris Masood, Malik Muhammad Naeem Mannan, Malik Muhammad Ibrahim, Sangil Kim, Muhammad Attique Khan. Correlation-Filter-Based Channel and Feature Selection Framework for Hybrid EEG-fNIRS BCI Applications
3371 -- 3378Hirak Mazumdar, Chinmay Chakraborty, Satheesh Bojja Venkatakrishnan, Ajeet Kaushik, Hardik A. Gohel. Quantum-Inspired Heuristic Algorithm for Secure Healthcare Prediction Using Blockchain Technology
3379 -- 3388Sumit Singh, Mohammad Hossein Anisi, Anish Jindal, Delaram Jarchi. Smart Multimodal In-Bed Pose Estimation Framework Incorporating Generative Adversarial Neural Network
3389 -- 3400Bless Lord Y. Agbley, Jianping Li 0002, Amin Ul Haq, Edem Kwedzo Bankas, Cobbinah Bernard Mawuli, Sultan Ahmad, Shakir Khan, Ahmad Raza Khan. Federated Fusion of Magnified Histopathological Images for Breast Tumor Classification in the Internet of Medical Things
3401 -- 3410Santos Bringas, Rafael Duque, Carmen Lage, José Luis Montaña. CLADSI: Deep Continual Learning for Alzheimer's Disease Stage Identification Using Accelerometer Data
3411 -- 3421Vu Phan, Ke Song, Rodrigo Scattone Silva, Karin Gravare Silbernagel, Josh R. Baxter, Eni Halilaj. Seven Things to Know About Exercise Classification With Inertial Sensing Wearables
3422 -- 3433Elena Sibilano, Domenico Buongiorno, Michael Lassi, Antonello Grippo, Valentina Bessi, Sandro Sorbi, Alberto Mazzoni, Vitoantonio Bevilacqua, Antonio Brunetti. Understanding the Role of Self-Attention in a Transformer Model for the Discrimination of SCD From MCI Using Resting-State EEG
3434 -- 3445Xu Niu, Na Lu, Ruofan Yan, Huan Luo. Model and Data Dual-Driven Double-Point Observation Network for Ultra-Short MI EEG Classification
3446 -- 3456Junfeng Lu, Anyu Li, Kaijie Li, Renping Yu, Yuxia Hu, Rui Zhang 0018, Lipeng Zhang, Hong Wan, Mingming Chen. An EEG Study on $\boldsymbol{\upbeta\!\!-\!\!\upgamma}$ Phase-Amplitude Coupling-Based Functional Brain Network in Epilepsy Patients
3457 -- 3465Jesús Lázaro 0002, Natasa Reljin, Raquel Bailón, Eduardo Gil, Yeonsik Noh, Pablo Laguna, Ki H. Chon. Tracking Tidal Volume From Holter and Wearable Armband Electrocardiogram Monitoring
3466 -- 3477Wuxiang Shi, Yurong Li, Naiqing Cai, Rukai Chen, Wei Cao, Jixiang Li. Removal of Ocular and Muscular Artifacts From Multi-Channel EEG Using Improved Spatial-Frequency Filtering
3478 -- 3488Liqiang Yuan, Ruilin Li, Jian Cui 0001, Mohammed Yakoob Siyal. SPARK: A High-Efficiency Black-Box Domain Adaptation Framework for Source Privacy-Preserving Drowsiness Detection
3489 -- 3500Chenou Liu, Kangjian He, Dan Xu 0001, Hongzhen Shi, Hao Zhang, Kunyuan Zhao. RegFSC-Net: Medical Image Registration via Fourier Transform With Spatial Reorganization and Channel Refinement Network
3501 -- 3512Zheng Zhang, Peng Yao, Mingxiao Chen, Liang Zeng, Pengfei Shao, Shuwei Shen, Ronald X. Xu. SCAC: A Semi-Supervised Learning Approach for Cervical Abnormal Cell Detection
3513 -- 3522Tian-Ru Wu, Cui-Na Jiao, Xinchun Cui, Yan-li Wang, Chun-Hou Zheng 0001, Jin-Xing Liu 0001. Deep Self-Reconstruction Fusion Similarity Hashing for the Diagnosis of Alzheimer's Disease on Multi-Modal Data
3523 -- 3533Zhenhuan Zhou, Yuzhu Chen, Along He, Xitao Que, Kai Wang 0001, Rui Yao, Tao Li. NKUT: Dataset and Benchmark for Pediatric Mandibular Wisdom Teeth Segmentation
3534 -- 3544Wenxin Wang, Zhuo-Xu Cui, Guanxun Cheng, Chentao Cao, Xi Xu, Ziwei Liu, Haifeng Wang 0003, Yulong Qi, Dong Liang 0001, Yanjie Zhu. A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection
3545 -- 3556Shun Xiang, Nana Li, Yuanquan Wang 0001, Shoujun Zhou, Jin Wei, Shuo Li 0001. Automatic Delineation of the 3D Left Atrium From LGE-MRI: Actor-Critic Based Detection and Semi-Supervised Segmentation
3557 -- 3570Pan Huang, Hualiang Xiao, Peng He 0002, Chentao Li, Xiaodong Guo, Sukun Tian, Peng Feng 0002, Hu Chen, Yuchun Sun, Francesco Mercaldo, Antonella Santone, Jing Qin 0001. LA-ViT: A Network With Transformers Constrained by Learned-Parameter-Free Attention for Interpretable Grading in a New Laryngeal Histopathology Image Dataset
3571 -- 3582Zhengliang Wu, Xuesong Li 0003. Adaptive Knowledge Distillation for High-Quality Unsupervised MRI Reconstruction With Model-Driven Priors
3583 -- 3596Zhaotong Li, Sha Li, Zeru Zhang, Fei Wang, Fengliang Wu, Song Gao. Radial Undersampled MRI Reconstruction Using Deep Learning With Mutual Constraints Between Real and Imaginary Components of K-Space
3597 -- 3612Bulat Ibragimov, Claudia Mello-Thoms. The Use of Machine Learning in Eye Tracking Studies in Medical Imaging: A Review
3613 -- 3625Mingqiang Meng, Yongbo Wang, Manman Zhu, Xi Tao, Zerui Mao, Jingyi Liao, Zhaoying Bian, Dong Zeng, Jianhua Ma 0001. DDT-Net: Dose-Agnostic Dual-Task Transfer Network for Simultaneous Low-Dose CT Denoising and Simulation
3626 -- 3636Mohammad Zunaed, Md. Aynal Haque, Taufiq Hasan. Learning to Generalize Towards Unseen Domains via a Content-Aware Style Invariant Model for Disease Detection From Chest X-Rays
3637 -- 3648Jiayu Ye, An Zeng, Dan Pan, Yiqun Zhang 0006, Jingliang Zhao, Qiuping Chen, Yang Liu. MAD-Former: A Traceable Interpretability Model for Alzheimer's Disease Recognition Based on Multi-Patch Attention
3649 -- 3659Kaichao Wu, Beth Jelfs, Katrina Neville, Seedahmed S. Mahmoud, Wenzhen He, Qiang Fang. Dynamic Reconfiguration of Brain Functional Network in Stroke
3660 -- 3671Chong Wang, Shuxin Li, Jing Ke, Chen Zhang, Yiqing Shen 0003. RandStainNA++: Enhance Random Stain Augmentation and Normalization Through Foreground and Background Differentiation
3672 -- 3682Sibo Qiao, Shanchen Pang, Yi Sun, Gang Luo, Wenjing Yin, Yawu Zhao, Silin Pan, Zhihan Lv. SPReCHD: Four-Chamber Semantic Parsing Network for Recognizing Fetal Congenital Heart Disease in Medical Metaverse
3683 -- 3694Wei Nie, Bingrui Zhou, Zhiyong Wang, Bowen Chen, Xinming Wang, Chunchun Hu, Huiping Li, Qiong Xu, Xiu Xu, Honghai Liu 0001. Computational Interpersonal Communication Model for Screening Autistic Toddlers: A Case Study of Response-to-Name
3695 -- 3708Lutong Wang, Wei Gai, Nan Jiang, Gongxiang Chen, Yulong Bian, Hongqiu Luan, Li Huang, Chenglei Yang. Effective Motion Self-Learning Genre Using 360° Virtual Reality Content on Mobile Device: A Study Based on Taichi Training Platform
3709 -- 3720Zhen Xu, Jinjin Guo, Lang Qin, Yuntao Xie, Yao Xiao, Xinran Lin, Qiming Li, Xinyang Li. Predicting ICU Interventions: A Transparent Decision Support Model Based on Multivariate Time Series Graph Convolutional Neural Network
3732 -- 3741Zhusi Zhong, Jie Li 0001, Shreyas Kulkarni, Helen Zhang, Fayez H. Fayad, Yang Li, Scott Collins, Harrison Bai, Sun Ho Ahn, Michael K. Atalay, Xinbo Gao 0001, Zhicheng Jiao. De-Biased Disentanglement Learning for Pulmonary Embolism Survival Prediction on Multimodal Data
3742 -- 3749Yujia Mi, Aijing Lin. Spectral Time-Varying Pattern Causality and Its Application
3750 -- 3761Inci M. Baytas. Predicting Progression From Mild Cognitive Impairment to Alzheimer's Dementia With Adversarial Attacks
3762 -- 3771Ziyang Xu, Haitian Zhong, Bingrui He, Xueying Wang, Tianchi Lu. PTransIPs: Identification of Phosphorylation Sites Enhanced by Protein PLM Embeddings
3772 -- 3780Wei Liu, Youze Pan, Zhijie Teng, Junlin Xu. scDMAE: A Generative Denoising Model Adopted Mask Strategy for scRNA-Seq Data Recovery
3781 -- 3792Eirini Papagiannopoulou, Matías Nicolás Bossa, Nikos Deligiannis, Hichem Sahli. Long-Term Regional Influenza-Like-Illness Forecasting Using Exogenous Data