Analysis of a clot-based combined radiomics model for predicting embolic etiology in acute ischemic stroke patients

The combined radiomics model achieved good predictive efficacy for distinguishing the etiological subtypes of acute ischemic stroke and can provide valuable information for the precise selection of recanalization strategies in clinical practice.

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Publication Details

Journal
European Journal of Radiology Open
Published
2025-11-21
DOI
https://doi.org/10.1016/j.ejro.2025.100709
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
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article

Analysis of a clot-based combined radiomics model for predicting embolic etiology in acute ischemic stroke patients

Ru Ding, Lili Guo, Wang Fen, Yan Zeng et al.
European Journal of Radiology Open
Radiomics and Machine Learning in Medical Imaging
article

Analysis of a clot-based combined radiomics model for predicting embolic etiology in acute ischemic stroke patients

Ru Ding, Lili Guo, Wang Fen, Yan Zeng, Kun An, Zirui Cao
article en

Abstract

The combined radiomics model achieved good predictive efficacy for distinguishing the etiological subtypes of acute ischemic stroke and can provide valuable information for the precise selection of recanalization strategies in clinical practice.

European Journal of Radiology OpenVol. 15
Huaian First People’s Hospital (CN)
Openalex Percentile: Top 50%
Radiomics and Machine Learning in Medical Imaging
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