Automated Detection and Grading of Extraprostatic Extension of Prostate Cancer at MRI via Cascaded Deep Learning and Random Forest Classification

Author:

Simon Benjamin D.,Merriman Katie M.,Harmon Stephanie A.,Tetreault Jesse,Yilmaz Enis C.,Blake Zoë,Merino Maria J.,An Julie Y.,Marko Jamie,Law Yan Mee,Gurram Sandeep,Wood Bradford J.,Choyke Peter L.,Pinto Peter A.,Turkbey BarisORCID

Publisher

Elsevier BV

Reference27 articles.

1. Cancer statistics, 2024;Siegel;CA Cancer J Clin,2024

2. Prostate cancer incidence and mortality: global status and temporal trends in 89 countries from 2000 to 2019;Wang;Front Public Health,2022

3. Artificial intelligence for diagnosis and Gleason grading of prostate cancer: the PANDA challenge;Bulten;Nat Med,2022

4. An independent assessment of an artificial intelligence system for prostate cancer detection shows strong diagnostic accuracy;Perincheri;Mod Pathol,2021

5. An artificial intelligence-based support tool for automation and standardisation of gleason grading in prostate biopsies;Marginean;Eur Urol Focus,2021

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