The Validity and Reliability of a Kinect v2-Based Gait Analysis System for Children with Cerebral Palsy

The Validity and Reliability of a Kinect v2-Based Gait Analysis System for Children with Cerebral Palsy

The aim of this study is to evaluate if Kinect is a valid and reliable clinical gait analysis tool for children with cerebral palsy (CP), and whether linear regression and long short-term memory (LSTM) recurrent neural network methods can improve its performance. A gait analysis was conducted on ten...

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Bibliographic Details
Main Authors: Yunru Ma, Kumar Mithraratne, Nichola C. Wilson, Xiangbin Wang, Ye Ma, Yanxin Zhang
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Sensors
Subjects:
Kinect
cerebral palsy
gait analysis
reliability
validity
kinematics
Online Access:https://www.mdpi.com/1424-8220/19/7/1660

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