A New Fully Automated Random-Forest Algorithm for Sleep Staging
Published: Jul 1, 2018
Abstract
Rapid eye movement (REM) sleep behavior disorder is considered the prodromal stage of alpha-synucleinopathies. Its diagnosis requires careful detection of REM sleep and the gold standard manual sleep staging is inconsistent and expensive. This work proposes a new automatic sleep staging model to add robust automation to such applications, using only electroencephalography (EEG) and electrooculography (EOG) recordings. The publicly available...
Paper Details
Title
A New Fully Automated Random-Forest Algorithm for Sleep Staging
Published Date
Jul 1, 2018
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