Automatic measurement plane placement for 4D Flow MRI of the great vessels using deep learning.

Philip A CorradoDaniel P SeiterOliver Wieben

Published in: International journal of computer assisted radiology and surgery (2021)

Our method is a feasible and accurate approach for fast, reproducible, and automated flow measurement and visualization in 4D flow MRI of the great vessels, with similar variability compared to a manual annotator as the variability between two manual observers. This approach could be applied in other anatomical regions.

Keyphrases

deep learning
contrast enhanced
magnetic resonance imaging
machine learning
diffusion weighted imaging
convolutional neural network
high throughput
computed tomography
ultrasound guided
mass spectrometry
neural network