Dongwon Woo

Time-step level sleep apnea detection using LSTM with adaptive thresholding in polysomnography

Sleep apnea is a prevalent disorder linked to severe health risks. Current diagnosis relies on manual polysomnographic (PSG) analysis, which is time-consuming and subjective. This study aims to develop an objective, automated framework for time-step level apnea detection. We prop...