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Clinical index to quantify the 1-year risk for common postpartum mental disorders at the time of delivery (PMH CAREPLAN): development and internal validation.

Simone N VigodNatalie UrbachAndrew CalzavaraCindy-Lee DennisAndrea GruneirBrett D ThombsMark WalkerHilary K Brown
Published in: The British journal of psychiatry : the journal of mental science (2023)
Individual-level risk of developing a common postpartum mental health disorder can be estimated with data feasibly collectable from birth records. Next steps are external validation and evaluation of various cut-off scores for their utility in guiding postpartum individuals to interventions that reduce their risk of illness.
Keyphrases
  • mental health
  • physical activity
  • electronic health record
  • machine learning
  • big data
  • gestational age
  • deep learning