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...
Saved in:
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 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Author Correction: An ensemble method for improving robustness against the electrode contact problems in automated sleep stage scoring
by: Kazumasa Horie, et al.
Published: (2025-01-01) -
Study on non-contact dispersion evaluation method by 3D Motion Mixer
by: Masaaki HORIE, et al.
Published: (2024-12-01) -
Superconductivity, Antiferromagnetism, and Kinetic Correlation in Strongly Correlated Electron Systems
by: Takashi Yanagisawa
Published: (2015-01-01) -
A New Self-Made 16-Channel Capacitive Electrocardiography System: An Investigation and Validation for Non-Contact Electrodes
by: Jinru Yang, et al.
Published: (2025-01-01) -
Tinnitus Suppression with Electrical Stimulation at the Most Basal Contact of the Cochlear Implant Electrode as a Model for Round Window Stimulation
by: Kiana Kheirkhah, et al.
Published: (2024-09-01)