Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods

Despite the tremendous progress 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). To answer the question, in this work...

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Bibliographic Details
Main Authors: Baumert, M. (Author), Mertins, A. (Author), Phan, H. (Author)
Format: Article
Language:English
Published: IEEE Computer Society 2022
Subjects:
OSA
Online Access:View Fulltext in Publisher