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An interpretable semi-supervised framework for patch-based classification of breast cancer

Developing effective invasive Ductal Carcinoma (IDC) detection methods remains a challenging problem for breast cancer diagnosis. Recently, there has been notable success in utilizing deep neural networks in various application domains; however, it is well-known that deep neural networks require a l...

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Detalles Bibliográficos
Autores principales: Shawi, Radwa El, Kilanava, Khatia, Sakr, Sherif
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9537500/
https://www.ncbi.nlm.nih.gov/pubmed/36202832
http://dx.doi.org/10.1038/s41598-022-20268-7