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A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens

Prostate cancer is a significant cause of morbidity and mortality in the USA. In this paper, we develop a computer-aided diagnostic (CAD) system for automated grade groups (GG) classification using digitized prostate biopsy specimens (PBSs). Our CAD system aims to firstly classify the Gleason patter...

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Detalles Bibliográficos
Autores principales: Hammouda, Kamal, Khalifa, Fahmi, El-Melegy, Moumen, Ghazal, Mohamed, Darwish, Hanan E., Abou El-Ghar, Mohamed, El-Baz, Ayman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8538079/
https://www.ncbi.nlm.nih.gov/pubmed/34695922
http://dx.doi.org/10.3390/s21206708