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Archives of women's mental health
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Predicting first time depression onset in pregnancy: applying machine learning methods to patient-reported data.
Archives of women's mental health
May 22, 2024
PURPOSE: To develop a machine learning algorithm, using patient-reported data from early pregnancy, to predict later onset of first time moderate-to-severe depression.
Humans
Machine Learning
Pregnancy
Female
Risk Factors
Adult
Depression
Mobile Applications
United States
Longitudinal Studies
Pregnancy Trimester, First
Self Report
Pregnancy Complications
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