Intelligent rehabilitation in an aging population: empowering human-machine interaction for hand function rehabilitation through 3D deep learning and point cloud

Intelligent rehabilitation in an aging population: empowering human-machine interaction for hand function rehabilitation through 3D deep learning and point cloud

Human-machine interaction and computational neuroscience have brought unprecedented application prospects to the field of medical rehabilitation, especially for the elderly population, where the decline and recovery of hand function have become a significant concern. Responding to the special needs...

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Bibliographic Details
Main Authors: Zhizhong Xing, Zhijun Meng, Gengfeng Zheng, Guolan Ma, Lin Yang, Xiaojun Guo, Li Tan, Yuanqiu Jiang, Huidong Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Computational Neuroscience
Subjects:
3D perception
neural network
human-machine interaction
deep learning
non-contact rehabilitation
Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2025.1543643/full
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