Evaluation of a Cascaded Deep Learning–based Algorithm for Prostate Lesion Detection at Biparametric MRI

Authors: Yue Lin, Enis C. Yilmaz, Mason J. Belue, Stephanie A. Harmon, Jesse Tetreault, Tim E. Phelps, Katie M. Merriman, Lindsey Hazen, Charisse Garcia, Dong Yang, Ziyue Xu, Nathan S. Lay, Antoun Toubaji, Maria J. Merino, Daguang Xu, Yan Mee Law, Sandeep Gurram, Bradford J. Wood, Peter L. Choyke, Peter A. Pinto, Baris Turkbey

Published: 2024-05-07

DOI: 10.1148/radiol.230750

Source: Full article

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Abstract

A deep learning–based algorithm automatically detected cancerous lesions on prostate biparametric MRI scans with reasonable performance and reliably predicted clinically significant prostate cancer at biopsy.