A Novel Application of Radiomics Analysis for the Evaluation of Centroid Radii Model Texture on the Surface of Cerebral Aneurysms

Radiomics-based histogram and texture analysis of surface CRM offers strong rupture status discrimination power, which compares favorably with established size and shape features. This novel use of radiomics on surface-based features provides additional insight into the characteristics of ruptured aneurysms and may have potential utility in risk stratification.

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Publication Details

Journal
Stroke Vascular and Interventional Neurology
Published
2025-09-20
DOI
https://doi.org/10.1161/svin.125.001909
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
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article

A Novel Application of Radiomics Analysis for the Evaluation of Centroid Radii Model Texture on the Surface of Cerebral Aneurysms

Alexandra Lauric, Adel M. Malek
Stroke Vascular and Interventional Neurology
Radiomics and Machine Learning in Medical Imaging
article

A Novel Application of Radiomics Analysis for the Evaluation of Centroid Radii Model Texture on the Surface of Cerebral Aneurysms

Alexandra Lauric, Adel M. Malek
article en

Abstract

Radiomics-based histogram and texture analysis of surface CRM offers strong rupture status discrimination power, which compares favorably with established size and shape features. This novel use of radiomics on surface-based features provides additional insight into the characteristics of ruptured aneurysms and may have potential utility in risk stratification.

Stroke Vascular and Interventional NeurologyVol. 5(6)
Tufts University (US), Tufts Medical Center (US)
Openalex Percentile: Top 62%
Radiomics and Machine Learning in Medical Imaging
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