Writhing Movement Detection in Newborns on the Second and Third Day of Life Using Pose-Based Feature Machine Learning Classification

Writhing Movement Detection in Newborns on the Second and Third Day of Life Using Pose-Based Feature Machine Learning Classification

Observation of neuromotor development at an early stage of an infant’s life allows for early diagnosis of deficits and the beginning of the therapeutic process. General movement assessment is a method of spontaneous movement observation, which is the foundation for contemporary attempts at objectifi...

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Bibliographic Details
Main Authors: Iwona Doroniewicz, Daniel J. Ledwoń, Alicja Affanasowicz, Katarzyna Kieszczyńska, Dominika Latos, Małgorzata Matyja, Andrzej W. Mitas, Andrzej Myśliwiec
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Sensors
Subjects:
infant
feature extraction
classification
machine learning
general movement assessment
physiotherapy
Online Access:https://www.mdpi.com/1424-8220/20/21/5986

Internet

https://www.mdpi.com/1424-8220/20/21/5986

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