Automatic diagnosis and measurement of intracranial aneurysms using deep learning in MRA raw images

Automatic diagnosis and measurement of intracranial aneurysms using deep learning in MRA raw images

BackgroundThe traditional procedure of intracranial aneurysm (IA) diagnosis and evaluation in MRA is manually operated, which is time-consuming and labor-intensive. In this study, a deep learning model was established to diagnose and measure IA automatically based on the original MR images.MethodsA...

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Bibliographic Details
Main Authors: Qingning Yang, Fengxi Chen, Li Li, Rong Zeng, Jiaqing Li, Jingxu Xu, Chencui Huang, Junbang Feng, Chuanming Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Neurology
Subjects:
magnetic resonance angiography
intracranial aneurysm
deep learning
diagnosis
measurement
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2025.1544571/full
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