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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Main Authors: | , , , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2024-09-01
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Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-024-72612-8 |
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