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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...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2017
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5545857/ https://www.ncbi.nlm.nih.gov/pubmed/28784111 http://dx.doi.org/10.1186/s12859-017-1736-3 |