MRI-Derived Radiomics to Guide Post-operative Management for High-Risk Prostate Cancer

MRI-Derived Radiomics to Guide Post-operative Management for High-Risk Prostate Cancer

Purpose: Prostatectomy is one of the main therapeutic options for prostate cancer (PCa). Studies proved the benefit of adjuvant radiotherapy (aRT) on clinical outcomes, with more toxicities when compared to salvage radiotherapy. A better assessment of the likelihood of biochemical recurrence (BCR) w...

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Bibliographic Details
Main Authors: Vincent Bourbonne, Martin Vallières, François Lucia, Laurent Doucet, Dimitris Visvikis, Valentin Tissot, Olivier Pradier, Mathieu Hatt, Ulrike Schick
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-08-01
Series:Frontiers in Oncology
Subjects:
magnetic resonance imaging
prostatic neoplasms
radiomics
machine learning
treatment failure
Online Access:https://www.frontiersin.org/article/10.3389/fonc.2019.00807/full

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