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WN-Sleep: Modeling Whole-Night Data for Improved Sleep Staging Classificatio
Author: Zhou, Fang; Lu, Zhi; Wu, Zhi; Ye, Gaohan; Shu, Lingjie; Pu, Yu; Wang, Beilei; Zhang, Dong; Zhang, Dongheng; Hu, Yang; Chen, Yan
Journal: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2026; Vol. 30, Issue 4, pp. 3013-3026. DOI: 10.1109/JBHI.2025.3613485
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Mamba-Enhanced Diffusion Model for Perception-Aware Blind Super-Resolution of Magnetic Resonance Imagin
Author: Zhao, Xiaoqiang; Yang, Xiaodong; Song, Zhaoyang
Journal: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2026; Vol. 30, Issue 4, pp. 3356-3368. DOI: 10.1109/JBHI.2025.3611232
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Double Uncertainty-Aware Learning Network for Multi-Modal Cell Image Segmentatio
Author: Zhao, Lili; Yang, Jinzhao; Li, Kuan; Ding, Weiping; Zhou, Huiyu
Journal: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2026; Vol. 30, Issue 4, pp. 3422-3434. DOI: 10.1109/JBHI.2025.3615611
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AI-Driven Health Monitoring: Integrating Transformer and Convolutional Fusion for Stroke Patient Posture Estimatio
Author: Zhang, Xia; Jin, Fangpeng; Hu, Jing; Xu, Jiang
Journal: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2026; Vol. 30, Issue 4, pp. 2768-2778. DOI: 10.1109/JBHI.2024.3501353
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IMRadar: Bidirectional Velocity Mamba for Contactless Human Behavior Sensin
Author: Zhang, Ming; Liang, Jiong; Li, Jiayao; Liao, Shaolin; Soekmadji, Henry; Tang, Chengpei
Journal: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2026; Vol. 30, Issue 4, pp. 3027-3040. DOI: 10.1109/JBHI.2025.3614286
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MSAF: A Multi-Level Sensing Adversarial Framework for Signal Recovery in Synthetic Aperture Ultrasoun
Author: Zhang, Jiajing; Dai, Bingze; Guan, Haotian; Lee, Wei-Ning
Journal: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2026; Vol. 30, Issue 4, pp. 3394-3407. DOI: 10.1109/JBHI.2025.3610664
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Multi-Scale Temporal Analysis With a Dual-Branch Attention Network for Interpretable Gait-Based Classification of Neurodegenerative Disease
Author: Zeng, Wei; Peng, Zhangbo; Chen, Yang; Du, Shaoyi
Journal: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2026; Vol. 30, Issue 4, pp. 3089-3101. DOI: 10.1109/JBHI.2025.3580944
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CATransformer: A Cycle-Aware Transformer for High-Fidelity ECG Generation From PP
Author: Yuan, Xiaoyan; Wang, Wei; Li, Xiaohe; Zhang, Yuanting; Hu, Xiping; Deen, M. Jamal
Journal: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 2026; Vol. 30, Issue 4, pp. 2865-2874. DOI: 10.1109/JBHI.2024.3482853