activity
20182026
most citedSeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging

632 citations · 1.7k across the 18 of their papers we have counts for

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2 papers · 1 filter

q-bio.QM2023

Automated Movement Detection with Dirichlet Process Mixture Models and Electromyography

Navin Cooray, Zhenglin Li, Jinzhuo Wang +6

Numerous sleep disorders are characterised by movement during sleep, these include rapid-eye movement sleep behaviour disorder (RBD) and periodic limb movement disorder. The proces…

q-bio.QM2019

Screening for REM Sleep Behaviour Disorder with Minimal Sensors

Navin Cooray, Fernando Andreotti, Christine Lo +3

Rapid-Eye-Movement (REM) sleep behaviour disorder (RBD) is an early predictor of Parkinson's disease, dementia with Lewy bodies, and multiple system atrophy. This study investigate…