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Patient-Specific Explanations for Predictions of Clinical Outcomes

BACKGROUND: Machine learning models that are used for predicting clinical outcomes can be made more useful by augmenting predictions with simple and reliable patient-specific explanations for each prediction. OBJECTIVES: This article evaluates the quality of explanations of predictions using physici...

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Detalhes bibliográficos
Publicado no:ACI open
Main Authors: Tajgardoon, Mohammadamin, Samayamuthu, Malarkodi J., Calzoni, Luca, Visweswaran, Shyam
Formato: Artigo
Idioma:Inglês
Publicado em: 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8174671/
https://ncbi.nlm.nih.gov/pubmed/34095753
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1055/s-0039-1697907
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