2025
Structured and sparse partial least squares coherence for multivariate cortico-muscular analysis
IEEE Transactions on Biomedical Engineering. A structured sparse coherence method for multivariate cortico-muscular analysis.
Publications
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Google ScholarPublication Timeline
2025
A vision-language foundation model for Alzheimer's disease diagnosis using MRI and clinical data
Alzheimer's & Dementia. A multimodal foundation-model framework combining MRI and clinical data for Alzheimer's disease diagnosis.
2025
Design, Modeling, and Application of Bioinspired High-Force-Output Soft Pneumatic Bending Actuator
IEEE Transactions on Robotics. Bioinspired soft actuator design and modeling for high-force robotic applications.
2025
Multimodal behavioral data predict stroke patient's response to BCI treatment through explainable AI
IEEE Transactions on Neural Systems and Rehabilitation Engineering. Explainable multimodal AI for predicting response to BCI-supported stroke rehabilitation.
2025
Beta-band corticomuscular coherence: a novel biomarker of functional corticospinal tract integrity and motor recovery after stroke
IEEE Transactions on Neural Systems and Rehabilitation Engineering. Beta-band corticomuscular coherence as a biomarker of corticospinal integrity and motor recovery.
2025
Development and validation of a collaborative framework for assessment of peripheral facial paralysis using facial image regions of interest
Acta Oto-Laryngologica. A facial image ROI framework for peripheral facial paralysis assessment.
2025
Bioinspired smart triboelectric soft pneumatic actuator-enabled hand rehabilitation robot
Advanced Materials. A smart soft pneumatic actuator-enabled robotic system for hand rehabilitation.
2024
AM-EEGNet: An advanced multi-input deep learning framework for classifying stroke patient EEG task states
Neurocomputing. Multi-input EEG deep learning for stroke-patient task-state classification and model interpretation.
2024
Explainable deep-learning prediction for brain-computer interfaces supported lower extremity motor gains based on multistate fusion
IEEE Transactions on Neural Systems and Rehabilitation Engineering. Multi-state EEG fusion for explainable BCI rehabilitation outcome prediction.
2024
Motor-Respiratory Coupling Improves Endurance Performance during Rhythmic Isometric Handgrip Exercise
Medicine & Science in Sports & Exercise. A study of motor-respiratory coupling and endurance performance.
2023
Multiscale canonical coherence for functional corticomuscular coupling analysis
IEEE Journal of Biomedical and Health Informatics. A multiscale framework for functional corticomuscular coupling analysis.
2023
Lesion-specific cortical activation following sensory stimulation in patients with subacute stroke
Journal of NeuroEngineering and Rehabilitation. EEG activation patterns after sensory stimulation in subacute stroke.
2022
A transferable deep learning prognosis model for predicting stroke patients' recovery in different rehabilitation trainings
IEEE Journal of Biomedical and Health Informatics. Transferable prognosis modeling for stroke recovery across rehabilitation settings.
2021
CNN-based prognosis of BCI rehabilitation using EEG from first session BCI training
IEEE Transactions on Neural Systems and Rehabilitation Engineering. Early-session EEG prediction of BCI rehabilitation prognosis.
2021
Quantitative assessment of motor function by an end-effector upper limb rehabilitation robot based on admittance control
Applied Sciences. Robot-assisted quantitative assessment of upper-limb motor function.