Classifying Sleep Slow Oscillations in Low Density EEG

Jeffrey Gaither; Peter White; Sara C. Mednick; Paola Malerba

doi:10.1007/s12021-026-09776-3

Classifying Sleep Slow Oscillations in Low Density EEG

Jeffrey Gaither
, Peter White
, Sara C. Mednick
, Paola Malerba

Research output: Contribution to journal › Article › peer-review

Original language	English
Journal	Neuroinformatics
Volume	24
Issue number	2
DOIs	https://doi.org/10.1007/s12021-026-09776-3
State	Published - Apr 7 2026

Keywords

Machine learning
SHAP
Sleep EEG
Slow oscillation
Slow oscillation classifier
Slow oscillation type

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10.1007/s12021-026-09776-3

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title = "Classifying Sleep Slow Oscillations in Low Density EEG",

keywords = "Machine learning, SHAP, Sleep EEG, Slow oscillation, Slow oscillation classifier, Slow oscillation type",

author = "Jeffrey Gaither and Peter White and Mednick, \{Sara C.\} and Paola Malerba",

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doi = "10.1007/s12021-026-09776-3",

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AU - Gaither, Jeffrey

AU - White, Peter

AU - Mednick, Sara C.

AU - Malerba, Paola

PY - 2026/4/7

Y1 - 2026/4/7

KW - Machine learning

KW - SHAP

KW - Sleep EEG

KW - Slow oscillation

KW - Slow oscillation classifier

KW - Slow oscillation type

UR - https://www.scopus.com/pages/publications/105035265299

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DO - 10.1007/s12021-026-09776-3

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SN - 1539-2791

VL - 24

JO - Neuroinformatics

JF - Neuroinformatics

IS - 2

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Classifying Sleep Slow Oscillations in Low Density EEG

Keywords

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