Review and perspective on sleep-disordered breathing research and translation to clinics

H Korkalainen, S Kainulainen, AS Islind… - Sleep Medicine …, 2023 - Elsevier
Sleep-disordered breathing, ranging from habitual snoring to severe obstructive sleep
apnea, is a prevalent public health issue. Despite rising interest in sleep and awareness of …

[HTML][HTML] An explainable deep-learning model to stage sleep states in children and propose novel EEG-related patterns in sleep apnea

F Vaquerizo-Villar, GC Gutiérrez-Tobal, E Calvo… - Computers in Biology …, 2023 - Elsevier
Automatic deep-learning models used for sleep scoring in children with obstructive sleep
apnea (OSA) are perceived as black boxes, limiting their implementation in clinical settings …