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Segmentation of the Aorta and Pulmonary Arteries Based on 4D Flow MRI in the Pediatric Setting Using Fully Automated Multi-Site, Multi-Vendor, and Multi-Label Dense U-Net.

Takashi FujiwaraHaben BerhaneMichael B ScottErin K EnglundMichal SchäferBrian FonsecaAlexander BerthusenJoshua D RobinsonCynthia K RigsbyLorna P BrowneMichael MarklAlex J Barker
Published in: Journal of magnetic resonance imaging : JMRI (2021)
3 TECHNICAL EFFICACY: Stage 2.
Keyphrases
  • deep learning
  • machine learning
  • pulmonary hypertension
  • aortic valve
  • convolutional neural network
  • pulmonary artery
  • high throughput
  • contrast enhanced
  • computed tomography
  • coronary artery
  • childhood cancer