A two-step surface-based 3D deep learning pipeline for segmentation of intracranial aneurysms

Abstract The exact shape of intracranial aneurysms is critical in medical diagnosis and surgical planning. While voxel-based deep learning frameworks have been proposed for this segmentation task, their performance remains limited. In this study, we offer a two-step surface-based deep learning pipel...

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Bibliographic Details
Main Authors: Xi Yang, Ding Xia, Taichi Kin, Takeo Igarashi
Format: Article
Language:English
Published: SpringerOpen 2022-10-01
Series:Computational Visual Media
Subjects:
Online Access:https://doi.org/10.1007/s41095-022-0270-z