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Improving CNNs classification with pathologist-based expertise: the renal cell carcinoma case study

The prognosis of renal cell carcinoma (RCC) malignant neoplasms deeply relies on an accurate determination of the histological subtype, which currently involves the light microscopy visual analysis of histological slides, considering notably tumor architecture and cytology. RCC subtyping is therefor...

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Detalles Bibliográficos
Autores principales: Ponzio, Francesco, Descombes, Xavier, Ambrosetti, Damien
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10517931/
https://www.ncbi.nlm.nih.gov/pubmed/37741835
http://dx.doi.org/10.1038/s41598-023-42847-y