Intracranial aneurysm instability prediction model based on 4D-Flow MRI and HR-MRI

Intracranial aneurysm instability prediction model based on 4D-Flow MRI and HR-MRI

This study aims to develop a reliable predictive model for assessing intracranial aneurysm (IA) instability by utilizing four-dimensional flow magnetic resonance imaging (4D-Flow MRI) and high-resolution MRI (HR-MRI). Initially, we curated a prospective dataset, dubbed the primary cohort, by aggrega...

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Bibliographic Details
Main Authors: Fei Peng, Jiaxiang Xia, Fandong Zhang, Shiyu Lu, Hao Wang, Jiashu Li, Xinmin Liu, Yao Zhong, Jiahuan Guo, Yonghong Duan, Binbin Sui, Chuyang Ye, Yi Ju, Shuai Kang, Yizhou Yu, Xin Feng, Xingquan Zhao, Rui Li, Aihua Liu
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Neurotherapeutics
Subjects:
Intracranial aneurysm
MRI
Machine learning
Ensemble learning
Hemodynamics
Online Access:http://www.sciencedirect.com/science/article/pii/S1878747924001922
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