Deep Learning to Simulate Contrast-Enhanced MRI for Evaluating Suspected Prostate Cancer
Hongyan Huang, Junyang Mo, Zhiguang Ding, Xuehua Peng, Ruihao Liu, Danping Zhuang, Yu‐Zhong Zhang, Genwen Hu, Bingsheng Huang, Yingwei Qiu
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.
Topics & Concepts
MedicineProstate cancerContrast (vision)ProstateRadiologyMultiparametric MRIMagnetic resonance imagingCancerMedical physicsArtificial intelligenceInternal medicineComputer scienceProstate Cancer Diagnosis and TreatmentMRI in cancer diagnosisRadiomics and Machine Learning in Medical Imaging