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Using Machine Learning to develop a short-form measure assessing 5 functions in patients with stroke
This study aimed to develop and validate a machine learning based short measure (the ML-5F) to assess 5 functions (activities of daily living (ADL), balance, upper extremity (UE) and lower extremity (LE) motor function, and mobility) in patients with stroke.Design: Secondary data from a previous study. A follow-up study assessed patients with stroke using the Barthel Index (BI), Postural Assessment Scale for Stroke (PASS), and Stroke Rehabilitation Assessment of Movement (STREAM) at hospital admission and discharge.
Source: Archives of Physical Medicine and Rehabilitation - December 30, 2021 Category: Rehabilitation Authors: Gong-Hong Lin, Chih-Ying Li, Ching-Fan Sheu, Chien-Yu Huang, Shih-Chieh Lee, Yu-Hui Huang, Ching-Lin Hsieh Source Type: research

Exoskeleton-assisted Anthropomorphic Movement Training (EAMT) for Post-stroke Upper Limb Rehabilitation: A Pilot Randomized Controlled Trial
Stroke is the leading cause of mortality and disability worldwide, and it places a substantial burden on healthcare services and the socioeconomic system.1 More than two-thirds of individuals with stroke have upper extremity motor impairment and functional deficits at hospital admission,2, 3 manifesting as muscle weakness, loss of coordination and abnormal synergies.4 Moreover, upper limb dysfunction leads to long-term limitations in activities of daily living (ADL) and social participation.5 Extensive studies have reported that participants can benefit from high-intensity, task-specific training programs based on motor-le...
Source: Archives of Physical Medicine and Rehabilitation - June 23, 2021 Category: Rehabilitation Authors: Ze-Jian Chen, Chang He, Feng Guo, Cai-Hua Xiong, Xiao-Lin Huang Tags: Original Research Source Type: research

Exoskeleton-Assisted Anthropomorphic Movement Training (EAMT) for Poststroke Upper Limb Rehabilitation: A Pilot Randomized Controlled Trial
Stroke is the leading cause of mortality and disability worldwide, and it places a substantial burden on health care services and the socioeconomic system.1 More than two-thirds of individuals with stroke have upper extremity motor impairment and functional deficits at hospital admission,2,3 manifesting as muscle weakness, loss of coordination, and abnormal synergies.4 Moreover, upper limb dysfunction leads to long-term limitations in activities of daily living (ADL) and social participation.5 Extensive studies have reported that participants can benefit from high-intensity, task-specific training programs based on motor-l...
Source: Archives of Physical Medicine and Rehabilitation - June 23, 2021 Category: Rehabilitation Authors: Ze-Jian Chen, Chang He, Feng Guo, Cai-Hua Xiong, Xiao-Lin Huang Tags: ORIGINAL RESEARCH Source Type: research