A classifier model for prostate cancer diagnosis using CNNs and transfer learning with multi-parametric MRI

Prostate cancer (PCa) is a major global concern, particularly for men, emphasizing the urgency of early detection to reduce mortality. As the second leading cause of cancer-related male deaths worldwide, precise and efficient diagnostic methods are crucial. Due to high and multiresolution MRI in PCa...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Mubashar Mehmood, Sadam Hussain Abbasi, Khursheed Aurangzeb, Muhammad Faran Majeed, Muhammad Shahid Anwar, Musaed Alhussein
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	Frontiers Media S.A. 2023-11-01
Schriftenreihe:	Frontiers in Oncology
Schlagworte:	transfer learning convolutional neural network deep learning PCA MRI images
Online-Zugang:	https://www.frontiersin.org/articles/10.3389/fonc.2023.1225490/full
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