Computer-aided diagnosis of prostate cancer using a deep convolutional neural network from multiparametric MRI.
Journal:
Journal of magnetic resonance imaging : JMRI
Published Date:
Apr 16, 2018
Abstract
BACKGROUND: Deep learning is the most promising methodology for automatic computer-aided diagnosis of prostate cancer (PCa) with multiparametric MRI (mp-MRI).
Authors
Keywords
Area Under Curve
Databases, Factual
Deep Learning
Diagnosis, Computer-Assisted
Diffusion Magnetic Resonance Imaging
Humans
Male
Neural Networks, Computer
Pattern Recognition, Automated
Predictive Value of Tests
Prostatic Neoplasms
Reproducibility of Results
Retrospective Studies
ROC Curve
Sensitivity and Specificity
Software