Automated Inline Analysis of Myocardial Perfusion MRI with Deep Learning.

Hui Xue Rhodri H Davies Louise Anne Elizabeth Brown Kristopher D KnottTushar KotechaMarianna FontanaSven PleinJames C Moon Peter Kellman

Published in: Radiology. Artificial intelligence (2020)

The described CNN was capable of cardiac perfusion mapping and integrated an automated inline implementation on the MR scanner, enabling one-click analysis and reporting in a manner comparable to manual assessment. Supplemental material is available for this article. © RSNA, 2020.

Keyphrases

deep learning
contrast enhanced
convolutional neural network
magnetic resonance imaging
machine learning
artificial intelligence
healthcare
magnetic resonance
primary care
high resolution
computed tomography
high throughput
left ventricular
diffusion weighted imaging
adverse drug
image quality
data analysis