Deep Learning to Simulate Contrast-Enhanced MRI for Evaluating Suspected Prostate Cancer

Abstract

Generating simulated contrast-enhanced prostate MRI scans by using deep learning was feasible, with high similarity between simulated and acquired contrast-enhanced MRI scans and excellent reader agreement in assessing suspected prostate cancer using the Prostate Imaging Reporting and Data System, version 2.1.