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Predicting first time depression onset in pregnancy: applying machine learning methods to patient-reported data.

Tamar KrishnamurtiSamantha RodriguezBryan WilderPriya GopalanHyagriv N Simhan
Published in: Archives of women's mental health (2024)
A relatively small amount of self-report data produced a highly predictive model of first time depression among pregnant individuals.
Keyphrases
  • patient reported
  • machine learning
  • big data
  • electronic health record
  • depressive symptoms
  • sleep quality
  • artificial intelligence
  • pregnant women
  • physical activity
  • deep learning