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Alexander Kain

3 accepted papers

2020

Automatic Event Detection of REM Sleep Without Atonia From Polysomnography Signals Using Deep Neural Networks

ICASSP 2020accepted

Rapid eye movement (REM) sleep behavior disorder (RBD) is a sleep disorder that features loss of atonia, or REM sleep without atonia (RSWA). RBD and RSWA are early manifestations of degenerative neurological diseases such as Parkinson’s and Lewy Body Dementia. Accurate diagnosis of RBD is crucial fo…

Cited by 0SourceScholar
2016

Classification of respiratory effort and disordered breathing during sleep from audio and pulse oximetry signals

ICASSP 2016accepted

Sleep-disordered breathing (SDB) is a highly prevalent condition associated with many adverse health problems. As the current means of diagnosis (polysomnography) is obtrusive and ill-suited for mass screening of the population, we explore a minimal-contact, automatic approach that uses acoustics-ba…

Cited by 0SourceScholar