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Evaluating the Discriminatory Ability of the Sickle Cell Data Collection Program's Administrative Claims Case Definition in Identifying Adults With Sickle Cell Disease: Validation Study.

Ashima SinghMarci K SontagMei ZhouMahua DasguptaTessa L CrumeMorgan McLemoreNajibah A GaladanciEldrida RandallNicole SteinerAmanda M BrandowKathryn KochJoshua J FieldKathryn HassellAngela B SnyderJulie Kanter
Published in: JMIR public health and surveillance (2023)
Adults identified as having SCD from administrative claims data based on the SCDC case definition have a high probability of truly having the disease, especially if those hospitals have active SCD programs. Administrative claims are thus a valuable data source to identify adults with SCD in a state and understand their epidemiology and health care service usage.
Keyphrases
  • healthcare
  • health insurance
  • electronic health record
  • big data
  • mental health
  • public health
  • data analysis
  • machine learning
  • affordable care act
  • deep learning