A pyramidal deep learning pipeline for kidney whole-slide histology images classification

Abstract Renal cell carcinoma is the most common type of kidney cancer. There are several subtypes of renal cell carcinoma with distinct clinicopathologic features. Among the subtypes, clear cell renal cell carcinoma is the most common and tends to portend poor prognosis. In contrast, clear cell pap...

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Bibliographic Details
Main Authors: Hisham Abdeltawab, Fahmi Khalifa, Mohammed Mohammed, Liang Cheng, Dibson Gondim, Ayman El-Baz
Format: Article
Language:English
Published: Nature Portfolio 2021-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-99735-6