Reproducibility of deep learning in digital pathology whole slide image analysis

For a method to be widely adopted in medical research or clinical practice, it needs to be reproducible so that clinicians and regulators can have confidence in its use. Machine learning and deep learning have a particular set of challenges around reproducibility. Small differences in the settings o...

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Detalles Bibliográficos
Autores principales: Fell, Christina, Mohammadi, Mahnaz, Morrison, David, Arandjelovic, Ognjen, Caie, Peter, Harris-Birtill, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931349/
https://www.ncbi.nlm.nih.gov/pubmed/36812609
http://dx.doi.org/10.1371/journal.pdig.0000145

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9931349/
https://www.ncbi.nlm.nih.gov/pubmed/36812609
http://dx.doi.org/10.1371/journal.pdig.0000145

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