AutoProstate: Towards Automated Reporting of Prostate MRI for Prostate Cancer Assessment Using Deep Learning

AutoProstate: Towards Automated Reporting of Prostate MRI for Prostate Cancer Assessment Using Deep Learning

Multiparametric magnetic resonance imaging (mpMRI) of the prostate is used by radiologists to identify, score, and stage abnormalities that may correspond to clinically significant prostate cancer (CSPCa). Automatic assessment of prostate mpMRI using artificial intelligence algorithms may facilitate...

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Bibliographic Details
Main Authors: Pritesh Mehta, Michela Antonelli, Saurabh Singh, Natalia Grondecka, Edward W. Johnston, Hashim U. Ahmed, Mark Emberton, Shonit Punwani, Sébastien Ourselin
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Cancers
Subjects:
automatic report
computer-aided diagnosis
convolutional neural network
deep learning
lesion detection
lesion classification
Online Access:https://www.mdpi.com/2072-6694/13/23/6138

Internet

https://www.mdpi.com/2072-6694/13/23/6138

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