Improving visualization of three-dimensional aneurysm features via segmentation with upsampled resolution and gradient enhancement (SURGE).

Daniel E MacDonald Nicole Mariantonia Cancelliere Arianna Rustici Vitor Mendes Pereira David A Steinman

Published in: Journal of neurointerventional surgery (2022)

SURGE provides operators with high-level control of the image gradient, allowing recovery of high-curvature features such as aneurysm ostia from 3DRA where conventional algorithms may fail. Compared with standard segmentation and tedious manual editing, SURGE provides a faster, easier, and more objective method for assessing aneurysm ostia and morphology.

Keyphrases

deep learning
coronary artery
convolutional neural network
crispr cas
machine learning
abdominal aortic aneurysm