Automatic risk prediction of intracranial aneurysm on CTA image with convolutional neural networks and radiomics analysis

Automatic risk prediction of intracranial aneurysm on CTA image with convolutional neural networks and radiomics analysis

BackgroundIntracranial aneurysm (IA) is a nodular protrusion of the arterial wall caused by the localized abnormal enlargement of the lumen of a brain artery, which is the primary cause of subarachnoid hemorrhage. Accurate rupture risk prediction can effectively aid treatment planning, but conventio...

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Bibliographic Details
Main Authors: Yuan Xie, Shuyu Liu, Hen Lin, Min Wu, Feng Shi, Feng Pan, Lichi Zhang, Bin Song
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-06-01
Series:Frontiers in Neurology
Subjects:
intracranial aneurysm
risk estimation
feature extraction
classification
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2023.1126949/full

Internet

https://www.frontiersin.org/articles/10.3389/fneur.2023.1126949/full

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