Inline automatic quality control of 2D phase-contrast flow MRI for subject-specific scan time adaptation.

Pierre Daudé Rajiv Ramasawmy Ahsan Javed Robert J Lederman Kelvin Chow Adrienne E Campbell-Washburn

Published in: Magnetic resonance in medicine (2024)

The inline quality control enables subject-specific optimized scan times while ensuring consistent diagnostic image quality. The distribution of automated stopping times across the population revealed the value of a subject-specific scan time.

Keyphrases

quality control
computed tomography
image quality
deep learning
contrast enhanced
machine learning
dual energy
magnetic resonance imaging
magnetic resonance
finite element
single cell
high throughput