741 citations · 1.1k across the 20 of their papers we have counts for
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cs.LG2019★ 10 cited
SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules
Irfan Al-Hussaini, Cao Xiao, M. Brandon Westover +1
Sleep staging is a crucial task for diagnosing sleep disorders. It is tedious and complex as it can take a trained expert several hours to annotate just one patient's polysomnogram…
q-bio.QM2019★ 130 cited
Sleep Staging from Electrocardiography and Respiration with Deep Learning
Haoqi Sun, Wolfgang Ganglberger, Ezhil Panneerselvam +7
Study Objective: Sleep is reflected not only in the electroencephalogram but also in heart rhythms and breathing patterns. Therefore, we hypothesize that it is possible to accurate…