Weakly-supervised deep learning model for prostate cancer diagnosis and Gleason grading of histopathology images

Prostate cancer is the most common cancer in men worldwide and the second leading cause of cancer death in the United States. One of the prognostic features in prostate cancer is the Gleason grading of histopathology images. The Gleason grade is assigned based on tumor architecture on Hematoxylin an...

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Bibliographic Details

Published in:	Biomedical signal processing and control Vol. 95; p. 106351
Main Authors:	Behzadi, Mohammad Mahdi, Madani, Mohammad, Wang, Hanzhang, Bai, Jun, Bhardwaj, Ankit, Tarakanova, Anna, Yamase, Harold, Nam, Ga Hie, Nabavi, Sheida
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.09.2024
Subjects:	Gleason grade classification Prostate cancer Weakly supervised deep learning algorithm Gleason grade classification Weakly supervised deep learning algorithm Prostate cancer
ISSN:	1746-8094, 1746-8108
Online Access:	Get full text
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