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Predicting Infant Sleep Patterns From Postpartum Maternal Mental Health Measures: Machine Learning Approach

Rawan AlSaad1, Raghad Burjaq2, Majid AlAbdulla3,4

  • 1Weill Cornell Medical College in Qatar, 2700 Education City, Doha, Qatar, 974 44928830.

JMIR Pediatrics and Parenting
|February 3, 2026
PubMed
Summary

Postpartum maternal mental health symptoms accurately predict infant sleep problems using machine learning. This allows for early identification and tailored care to improve infant sleep and overall well-being.

Keywords:
artificial intelligencedepressionmental healthpostpartumsleepwomen's health.

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