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Article

A Permutation Entropy Method for Sleep Disorder Screening

2025-05-12

Abstract excerpt

We present a novel approach for detecting generalized sleep pathologies through fractal analysis of single-channel EEG signals. We propose that the fractal scaling exponent of permutation entropy time series serves as a robust biomarker of pathological sleep patterns, capturing alterations in brain dynamics across multiple disorders. Using two public datasets (Sleep-EDF and CAP Sleep Database) comprising 200 subje...

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Literature Corpus work
8e544bc2-0960-5cbc-bc68-180986f265d8
DOI
10.20944/preprints202505.0777.v1
Open publication

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A Permutation Entropy Method for Sleep Disorder ScreeningDOI 10.20944/preprints202505.0777.v1
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