Multi-site cross-organ calibrated deep learning (MuSClD): Automated diagnosis of non-melanoma skin cancer()

Although deep learning (DL) has demonstrated impressive diagnostic performance for a variety of computational pathology tasks, this performance often markedly deteriorates on whole slide images (WSI) generated at external test sites. This phenomenon is due in part to domain shift, wherein difference...

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Detalles Bibliográficos
Autores principales: Zhou, Yufei, Koyuncu, Can, Lu, Cheng, Grobholz, Rainer, Katz, Ian, Madabhushi, Anant, Janowczyk, Andrew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825103/
https://www.ncbi.nlm.nih.gov/pubmed/36516556
http://dx.doi.org/10.1016/j.media.2022.102702

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825103/
https://www.ncbi.nlm.nih.gov/pubmed/36516556
http://dx.doi.org/10.1016/j.media.2022.102702

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