Deep Learning to Automatically Segment and Analyze Abdominal Aortic Aneurysm from Computed Tomography Angiography.

Francesca BruttiAlice FantazziniAlice FinotelloLucas Omar MüllerFerdinando AuricchioBianca PaneGiovanni SpinellaMichele Conti

Published in: Cardiovascular engineering and technology (2022)

The developed deep learning models can effectively segment the thrombus from patients affected by AAA. Moreover, the diameters automatically extracted from the AAA show high correlation with those manually measured by experts.

Keyphrases

deep learning
abdominal aortic aneurysm
end stage renal disease
ejection fraction
newly diagnosed
chronic kidney disease
artificial intelligence
convolutional neural network
peritoneal dialysis
prognostic factors
machine learning
magnetic resonance imaging