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Incorporating machine learning and social determinants of health indicators into prospective risk adjustment for health plan payments.

Jeremy A IrvinAndrew A KondrichMichael KoPranav RajpurkarBehzad HaghgooBruce E LandonRobert L PhillipsStephen PettersonAndrew Y NgSanjay Basu
Published in: BMC public health (2020)
ML improved risk adjustment models and the incorporation of SDH indicators reduced underpayment in several vulnerable populations.
Keyphrases
  • machine learning
  • healthcare
  • public health
  • mental health
  • health information
  • health promotion
  • risk assessment
  • human health