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Decision curve analysis based on summary data.

Iztok HozoGordon GuyattBenjamin Djulbegovic
Published in: Journal of evaluation in clinical practice (2023)
DCA informed by adequately powered and well-calibrated models using only summary statistical estimates (mean and SD) approximates well models using IPD. Use of aggregate data will facilitate broader integration of predictive with decision modeling toward the goals of individualized decision-making.
Keyphrases
  • decision making
  • electronic health record
  • big data
  • machine learning