Machine learning-based analysis of a semi-automated PI-RADS v2.1 scoring for prostate cancer

Machine learning-based analysis of a semi-automated PI-RADS v2.1 scoring for prostate cancer

BackgroundProstate Imaging-Reporting and Data System version 2.1 (PI-RADS v2.1) was developed to standardize the interpretation of multiparametric MRI (mpMRI) for prostate cancer (PCa) detection. However, a significant inter-reader variability among radiologists has been found in the PI-RADS assessm...

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Bibliographic Details
Main Authors: Dharmesh Singh, Virendra Kumar, Chandan J. Das, Anup Singh, Amit Mehndiratta
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-11-01
Series:Frontiers in Oncology
Subjects:
lesion measurement
prostate cancer
prostate imaging-reporting and data system version 2.1
machine learning
MRI
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.961985/full

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https://www.frontiersin.org/articles/10.3389/fonc.2022.961985/full

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