Pediatric Automatic Sleep Staging: A Comparative Study of State-of-the-Art Deep Learning Methods.
Journal:
IEEE transactions on bio-medical engineering
Published Date:
Nov 21, 2022
Abstract
BACKGROUND: Despite the tremendous prog- ress recently made towards automatic sleep staging in adults, it is currently unknown if the most advanced algorithms generalize to the pediatric population, which displays distinctive characteristics in overnight polysomnography (PSG).