Disrupted Control Architecture of Brain Network in Disorder of Consciousness by Weilin Zhuang, Jiang Wang, Chunguang Chu, Xile Wei, Guosheng Yi, Yueqing Dong, Lihui Cai

“…IEEE Transactions on Neural Systems and Rehabilitation Engineering…”
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Cross-Task Mental Workload Recognition Based on EEG Tensor Representation and Transfer Learning by Kai Guan, Zhimin Zhang, Tao Liu, Haijun Niu

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Physiologic Network-Based Brain-Heart Interaction Quantification During Visual Emotional Elicitation by Zhipeng Cai, Hongxiang Gao, Min Wu, Jianqing Li, Chengyu Liu

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An Auxiliary Synthesis Framework for Enhancing EEG-Based Classification With Limited Data by Sui Liang, Shaolong Kuang, Deheng Wang, Zhaohua Yuan, Hongmiao Zhang, Lining Sun

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Multi-Terrains Assistive Force Parameter Optimization Method for Soft Exoskeleton by Lei Sun, Jiahui Jing, Chenghui Li, Rundong Lu

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Automated Diagnosis of Major Depressive Disorder With Multi-Modal MRIs Based on Contrastive Learning: A Few-Shot Study by Tongtong Li, Yuhui Guo, Ziyang Zhao, Miao Chen, Qiang Lin, Xiping Hu, Zhijun Yao, Bin Hu

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Exoskeleton-Assisted Walking for Pulmonary and Exercise Performances of SCI Individuals by Xiao-Na Xiang, Li-Ming Zhang, Hui-Yan Zong, Yi Ou, Xi Yu, Yan Liu, Hong-Ying Jiang, Hong Cheng, Hong-Chen He, Cheng-Qi He

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Decoding Bilingual EEG Signals With Complex Semantics Using Adaptive Graph Attention Convolutional Network by Chengfang Li, Yang Liu, Jielin Li, Yuhao Miao, Jing Liu, Liang Song

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Can Wearable Devices and Machine Learning Techniques Be Used for Recognizing and Segmenting Modified Physical Performance Test Items? by Yiyuan Zhang, Xiangyu Wang, Pengxuan Han, Sabine Verschueren, Wei Chen, Bart Vanrumste

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A Two-Stream Graph Convolutional Network Based on Brain Connectivity for Anesthetized States Analysis by Kun Chen, Tianli Xie, Li Ma, Andrew E. Hudson, Qingsong Ai, Quan Liu

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Signal Characteristics, Motor Cortex Engagement, and Classification Performance of Combined Action Observation, Motor Imagery and SSMVEP (CAMS) BCI by Aravind Ravi, Paul Wolfe, James Tung, Ning Jiang

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Exploring Control Mechanism of Motoneuron Pools for the Forearm Antagonist Synergistic Muscles by Haoran Ren, Xinyu Jiang, Chenyun Dai

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Electrotactile Feedback Improves Grip Force Control and Enables Object Stiffness Recognition While Using a Myoelectric Hand by Guohong Chai, Han Wang, Guangye Li, Xinjun Sheng, Xiangyang Zhu

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AI-Driven Stroke Rehabilitation Systems and Assessment: A Systematic Review by Sejuti Rahman, Sujan Sarker, A. K. M. Nadimul Haque, Monisha Mushtary Uttsha, Md Fokhrul Islam, Swakshar Deb

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A Novel Passive Shoulder Exoskeleton Using Link Chains and Magnetic Spring Joints by Hyun-Ho Lee, Kyung-Taek Yoon, Hyun-Ho Lim, Won-Kyu Lee, Jae-Hwan Jung, Seung-Beom Kim, Young-Man Choi

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Event-Related EEG Desynchronization Reveals Enhanced Motor Imagery From the Third Person Perspective by Manipulating Sense of Body Ownership With Virtual Reality for Stroke Patient... by Xiaotian Xu, Xiaoya Fan, Jiaoyang Dong, Xiting Zhang, Zhe Song, Wei Li, Fang Pu

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A Novel Model to Generate Heterogeneous and Realistic Time-Series Data for Post-Stroke Rehabilitation Assessment by Issam Boukhennoufa, Delaram Jarchi, Xiaojun Zhai, Victor Utti, Saeid Sanei, Tracey K. M. Lee, Jo Jackson, Klaus D. McDonald-Maier

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Physics-Informed Deep Learning for Musculoskeletal Modeling: Predicting Muscle Forces and Joint Kinematics From Surface EMG by Jie Zhang, Yihui Zhao, Fergus Shone, Zhenhong Li, Alejandro F. Frangi, Sheng Quan Xie, Zhi-Qiang Zhang

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Effects of Wearable Lumbar Support Exoskeleton on Motion of Torso and Dynamic Plantar Pressure in Single-Shoulder Load by Qingqing Wang, Hongliu Yu, Ping Shi

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Rehabilitation Modulates High-Order Interactions Among Large-Scale Brain Networks in Subacute Stroke by I. Pirovano, Y. Antonacci, A. Mastropietro, C. Bara, L. Sparacino, E. Guanziroli, F. Molteni, M. Tettamanti, L. Faes, G. Rizzo

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