On evaluation metrics for medical applications of artificial intelligence

Clinicians and software developers need to understand how proposed machine learning (ML) models could improve patient care. No single metric captures all the desirable properties of a model, which is why several metrics are typically reported to summarize a model’s performance. Unfortunately, these...

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Detalles Bibliográficos
Autores principales: Hicks, Steven A., Strümke, Inga, Thambawita, Vajira, Hammou, Malek, Riegler, Michael A., Halvorsen, Pål, Parasa, Sravanthi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8993826/
https://www.ncbi.nlm.nih.gov/pubmed/35395867
http://dx.doi.org/10.1038/s41598-022-09954-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8993826/
https://www.ncbi.nlm.nih.gov/pubmed/35395867
http://dx.doi.org/10.1038/s41598-022-09954-8

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