Machine learning analysis to predict the need for ankle foot orthosis in patients with stroke

Abstract We investigated the potential of machine learning techniques, at an early stage after stroke, to predict the need for ankle–foot orthosis (AFO) in stroke patients. We retrospectively recruited 474 consecutive stroke patients. The need for AFO during ambulation (output variable) was classifi...

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Bibliographic Details
Main Authors: Yoo Jin Choo, Jeoung Kun Kim, Jang Hwan Kim, Min Cheol Chang, Donghwi Park
Format: Article
Language:English
Published: Nature Publishing Group 2021-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-87826-3