Deep learning-based multi-level airway collapse site localization on obstructive sleep apnea patients based on snoring sounds

Ying-Chieh Hsu, Stanley Yung-Chuan Liu, Chao-Jung Huang +6

Objective This study evaluated deep learning models, specifically ResNet-50 and Audio Spectrogram Transformer (AST), to identify multi-level upper airway collapses in obstructive s…