Inconsistency in the use of the term “validation” in studies reporting the performance of deep learning algorithms in providing diagnosis from medical imaging

BACKGROUND: The development of deep learning (DL) algorithms is a three-step process—training, tuning, and testing. Studies are inconsistent in the use of the term “validation”, with some using it to refer to tuning and others testing, which hinders accurate delivery of information and may inadverte...

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Detalles Bibliográficos
Autores principales: Kim, Dong Wook, Jang, Hye Young, Ko, Yousun, Son, Jung Hee, Kim, Pyeong Hwa, Kim, Seon-Ok, Lim, Joon Seo, Park, Seong Ho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7485764/
https://www.ncbi.nlm.nih.gov/pubmed/32915901
http://dx.doi.org/10.1371/journal.pone.0238908

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7485764/
https://www.ncbi.nlm.nih.gov/pubmed/32915901
http://dx.doi.org/10.1371/journal.pone.0238908

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