A Training-Free Infant Spontaneous Movement Assessment Method for Cerebral Palsy Prediction Based on Videos

A Training-Free Infant Spontaneous Movement Assessment Method for Cerebral Palsy Prediction Based on Videos

objective: Early diagnosis of infant cerebral palsy (CP) is very important for infant health. In this paper, we present a novel training-free method to quantify infant spontaneous movements for predicting CP. Methods: Unlike other classification methods, our method turns the assessment into a cluste...

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Bibliographic Details
Main Authors: Qingqiang Wu, Penglin Qin, Jiachen Kuang, Fan Wei, Zejiang Li, Ruping Bian, Chengcheng Han, Guanghua Xu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Cerebral palsy
general movement assessment
clustering
visualization
pattern recognition
human pose
Online Access:https://ieeexplore.ieee.org/document/10065523/

Internet

https://ieeexplore.ieee.org/document/10065523/

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