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Validation of an ICD-9-Based Algorithm to Identify Stillbirth Episodes from Medicaid Claims Data.

Sabina O NduagubaNicole E SmolinskiThuy N ThaiSteven T BirdSonja A RasmussenAlmut G Winterstein
Published in: Drug safety (2023)
Our algorithm to identify stillbirths from administrative claims data had a moderately high PPV. Positive predictive value was substantially increased by restricting the setting to inpatient episodes and using only input diagnostic codes for singleton stillbirths.
Keyphrases
  • health insurance
  • machine learning
  • electronic health record
  • deep learning
  • big data
  • preterm birth
  • mental health
  • neural network
  • affordable care act
  • palliative care
  • data analysis
  • healthcare
  • physical activity