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A nonparametric Bayesian method of translating machine learning scores to probabilities in clinical decision support

BACKGROUND: Probabilistic assessments of clinical care are essential for quality care. Yet, machine learning, which supports this care process has been limited to categorical results. To maximize its usefulness, it is important to find novel approaches that calibrate the ML output with a likelihood...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:BMC Bioinformatics
Prif Awduron: Connolly, Brian, Cohen, K. Bretonnel, Santel, Daniel, Bayram, Ulya, Pestian, John
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BioMed Central 2017
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5545857/
https://ncbi.nlm.nih.gov/pubmed/28784111
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-017-1736-3
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