Article

Dual-phase vessel wall MRI deep learning for identifying composite unstable intracranial aneurysm phenotypes: a multicenter study

2026-08-14

Abstract excerpt

<h4>Objectives: </h4> To develop and externally validate a wall-focused deep learning framework for identifying composite unstable intracranial aneurysm phenotypes on dual-phase high-resolution vessel wall imaging (HR-VWI), and to visualize model attention on the aneurysm wall surface. <h4>Methods:</h4> This retrospective multicenter study included patients with intracranial aneurysms who underwent both non-contra...

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Literature Corpus work: 36416bc7-0925-527c-bb89-e46363134981
DOI: 10.64898/2026.08.13.26360349

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