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A new deep neural segmentation network for cerebral aneurysms in 2D digital subtraction angiography

Abstract

Digital subtraction angiography (DSA) is routinely used for measuring the dimensions and characteristics of cerebral aneurysms as a step in planning of interventional treatments. Incorrect sizing of the aneurysm sac puts the patient at the risk of incomplete treatment due to the use of an intrasaccular implant that is too small or too large. In this work, we propose an automatic method to segment the aneurysm sac in 2D DSA images to enable fast …

Authors

Kashyap S; Bulu H; Jadhav A; Dholakia R; Liu AY; Rangwala H; Patterson WR; Moradi M

Volume

12034

Publisher

SPIE, the international society for optics and photonics

Publication Date

April 4, 2022

DOI

10.1117/12.2611205

Name of conference

Medical Imaging 2022: Image-Guided Procedures, Robotic Interventions, and Modeling

Conference proceedings

Progress in biomedical optics and imaging

ISSN

1605-7422