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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Vydáno v:	Biomedical signal processing and control Ročník 95; s. 106351
Hlavní autoři:	Behzadi, Mohammad Mahdi, Madani, Mohammad, Wang, Hanzhang, Bai, Jun, Bhardwaj, Ankit, Tarakanova, Anna, Yamase, Harold, Nam, Ga Hie, Nabavi, Sheida
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.09.2024
Témata:	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
On-line přístup:	Získat plný text
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