An ensemble method for improving robustness against the electrode contact problems in automated sleep stage scoring

Abstract In-home automated scoring systems are in high demand; however, the current systems are not widely adopted in clinical settings. Problems with electrode contact and restriction on measurable signals often result in unstable and inaccurate scoring for clinical use. To address these issues, we...

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Bibliographic Details
Main Authors: Kazumasa Horie, Ryusuke Miyamoto, Leo Ota, Takashi Abe, Yoko Suzuki, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa
Format: Article
Language:English
Published: Nature Portfolio 2024-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-72612-8
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