Automated Movement Detection with Dirichlet Process Mixture Models and Electromyography

Numerous sleep disorders are characterised by movement during sleep, these include rapid-eye movement sleep behaviour disorder (RBD) and periodic limb movement disorder. The process of diagnosing movement related sleep disorders requires laborious and time-consuming visual analysis of sleep recordin...

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Bibliographic Details

Published in:	2022 25th International Conference on Information Fusion (FUSION) pp. 01 - 08
Main Authors:	Cooray, Navin, Li, Zhenglin, Wang, Jinzhuo, Lo, Christine, Arvaneh, Mahnaz, Symmonds, Mkael, Hu, Michele, De Vos, Maarten, Mihaylova, Lyudmila S
Format:	Conference Proceeding
Language:	English
Published:	International Society of Information Fusion 04-07-2022
Subjects:	Annotations Dirichlet Process Gaussian mixture model Legged locomotion Mixture models movement detection RBD REM sleep behaviour disorder Sensor fusion Sensor phenomena and characterization Training data Visualization
Online Access:	Get full text
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