Melatonin Pattern: A New Method for Machine Learning-Based Classification of Sleep Deprivation

<b>Background</b>: Pattern recognition and machine learning-based classification approaches are frequently used, especially in the health field. In this research, a new feature extraction model inspired by the melatonin hormone (sleep hormone) and named MelPat (melatonin pattern) has bee...

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Bibliographic Details
Published in:Diagnostics
Main Author: Nursena Baygin
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Subjects:
melatonin pattern
electroencephalography classification
sleep deprivation detection
lightweight classification model
Online Access:https://www.mdpi.com/2075-4418/15/3/379

Internet

https://www.mdpi.com/2075-4418/15/3/379

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