Article

Can smartwatches predict migraines?Using machine learning (ML) with wearable-derived nocturnal autonomic nervous system (ANS) and sleep metrics for headache prediction

2025-12-01

Abstract excerpt

<title>Abstract</title> <p>Objective To investigate whether nocturnal autonomic nervous system (ANS) activity and sleep metrics, as measured by a wearable device, can predict the occurrence of next-day migraine in patients with episodic and chronic migraine. Background The unpredictable nature of migraine episodes contributes to disease burden and limits effective application of tailored preventive strategies. Sm...

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Literature Corpus work: 9167210d-b9a4-529b-91a0-a2186de69d47
DOI: 10.21203/rs.3.rs-8195467/v1

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Can smartwatches predict migraines?Using machine learning (ML) with wearable-derived nocturnal autonomic nervous system (ANS) and sleep metrics for headache predictionDOI 10.21203/rs.3.rs-8195467/v1Read

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