Accelerating Prostate Diffusion-weighted MRI Using a Guided Denoising Convolutional Neural Network: Retrospective Feasibility Study.

Elena A Kaye Emily A Aherne Cihan Duzgol Ida Häggström Erich Kobler Yousef MazaheriMaggie M FungZhigang ZhangRicardo Otazo Hebert Alberto Vargas Oguz Akin

Published in: Radiology. Artificial intelligence (2020)

Accelerating prostate DWI by reducing the number of acquired averages and denoising the resulting image using the proposed guided DnCNN is technically feasible. Supplemental material is available for this article. © RSNA, 2020.

Keyphrases

convolutional neural network
diffusion weighted
contrast enhanced
deep learning
prostate cancer
magnetic resonance imaging
benign prostatic hyperplasia
diffusion weighted imaging
magnetic resonance
computed tomography
cross sectional