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Calibration of medical diagnostic classifier scores to the probability of disease

Scores produced by statistical classifiers in many clinical decision support systems and other medical diagnostic devices are generally on an arbitrary scale, so the clinical meaning of these scores is unclear. Calibration of classifier scores to a meaningful scale such as the probability of disease...

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Bibliographic Details
Published in:Stat Methods Med Res
Main Authors: Chen, Weijie, Sahiner, Berkman, Samuelson, Frank, Pezeshk, Aria, Petrick, Nicholas
Format: Artigo
Language:Inglês
Published: 2016
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5548655/
https://ncbi.nlm.nih.gov/pubmed/27507287
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/0962280216661371
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