Second opinion needed: communicating uncertainty in medical machine learning

There is great excitement that medical artificial intelligence (AI) based on machine learning (ML) can be used to improve decision making at the patient level in a variety of healthcare settings. However, the quantification and communication of uncertainty for individual predictions is often neglect...

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Detalles Bibliográficos
Autores principales: Kompa, Benjamin, Snoek, Jasper, Beam, Andrew L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Perspective
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7785732/
https://www.ncbi.nlm.nih.gov/pubmed/33402680
http://dx.doi.org/10.1038/s41746-020-00367-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7785732/
https://www.ncbi.nlm.nih.gov/pubmed/33402680
http://dx.doi.org/10.1038/s41746-020-00367-3

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