Development of predictive models to identify the intracranial aneurysm responsible for subarachnoid hemorrhage in patients with multiple saccular aneurysms

ML models that integrate multiple morphological features can predict the IA responsible for SAH accurately in patients with multiple IAs. These models outperform traditional predictive markers in identifying the responsible IA, thereby facilitating prompt and effective treatment.

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Publication Details

Journal
European Journal of Radiology
Published
2025-10-12
DOI
https://doi.org/10.1016/j.ejrad.2025.112466
Primary Topic
Intracranial Aneurysms: Treatment and Complications
Type
article
Field-Weighted Citation Impact
0.00

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article

Development of predictive models to identify the intracranial aneurysm responsible for subarachnoid hemorrhage in patients with multiple saccular aneurysms

Yunfei Huang, Guangxian Wang, Tian‐wu Chen, Jie Kong et al.
European Journal of Radiology
Intracranial Aneurysms: Treatment and Complications
article

Development of predictive models to identify the intracranial aneurysm responsible for subarachnoid hemorrhage in patients with multiple saccular aneurysms

Yunfei Huang, Guangxian Wang, Tian‐wu Chen, Jie Kong, Hua Wang, Wen Li, Jun Liu, Xiaojing Wang, Wentao Zhang, Zhiqing Wang, Lu Zeng, Shihai Yang, Man Li
article en

Abstract

ML models that integrate multiple morphological features can predict the IA responsible for SAH accurately in patients with multiple IAs. These models outperform traditional predictive markers in identifying the responsible IA, thereby facilitating prompt and effective treatment.

European Journal of RadiologyVol. 193
Army Medical University (CN), Dalian Medical University (CN), Runze (China) (CN), Second Affiliated Hospital of Chongqing Medical University (CN), Xinqiao Hospital (CN), Chongqing Three Gorges Central Hospital (CN), United Imaging Healthcare (China) (CN), Chongqing Emergency Medical Center (CN), Panzhihua Central Hospital (CN), Zigong First People's Hospital (CN), Jiangjin Central Hospital (CN), First People's Hospital of Chongqing (CN), Chongqing Three Gorges University (CN), Chongqing Medical University (CN)
Chongqing Municipal Education Commission, Centre Scientifique et Technique du Bâtiment
Openalex Percentile: Top 59%
Intracranial Aneurysms: Treatment and Complications
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