2 papers
cs.LG2020
Automate Obstructive Sleep Apnea Diagnosis Using Convolutional Neural Networks
Longlong Feng, Xu Wang
Identifying sleep problem severity from overnight polysomnography (PSG) recordings plays an important role in diagnosing and treating sleep disorders such as the Obstructive Sleep…
q-bio.QM2020
A survey of statistical learning techniques as applied to inexpensive pediatric Obstructive Sleep Apnea data
Emily T. Winn, Marilyn Vazquez, Prachi Loliencar +3
Pediatric obstructive sleep apnea affects an estimated 1-5% of elementary-school aged children and can lead to other detrimental health problems. Swift diagnosis and treatment are…