Addressing bias in prediction models by improving subpopulation calibration

OBJECTIVE: To illustrate the problem of subpopulation miscalibration, to adapt an algorithm for recalibration of the predictions, and to validate its performance. MATERIALS AND METHODS: In this retrospective cohort study, we evaluated the calibration of predictions based on the Pooled Cohort Equatio...

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Veröffentlicht in:J Am Med Inform Assoc
Hauptverfasser: Barda, Noam, Yona, Gal, Rothblum, Guy N, Greenland, Philip, Leibowitz, Morton, Balicer, Ran, Bachmat, Eitan, Dagan, Noa
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2020
Schlagworte:
Research and Applications
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7936516/
https://ncbi.nlm.nih.gov/pubmed/33236066
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa283
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