ArticleFrontiers in neurology
A multicenter hemodynamics-based nomogram predicting incomplete occlusion of intracranial aneurysms treated with pipeline embolization device.
Article in Frontiers in neurology. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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Who cites it
1 citing paper in PubMed.
- Artificial Intelligence for Cerebral Aneurysm Management: Integrating Imaging, Hemodynamics, and Clinical Decision Support.Journal of imaging informatics in medicine · 2026Review
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4 authors.
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Abstract
Background: This multicenter study aimed to develop and validate a hemodynamics-based nomogram for predicting incomplete occlusion (ICO) of intracranial aneurysms (IAs) after pipeline embolization device (PED) treatment. Methods: 426 IAs from 362 patients were analyzed and divided into a training set ( Results: The aneurysm occlusion rate of the overall cohort was 79.8% with a median angiographic follow-up time of 199 days. No significant differences were observed in patient and aneurysm characteristics between the training and validation sets. Through LASSO and logistic regression analyses, we identified smoking (OR = 0.32, 95% CI 0.14-0.68, Conclusion: The hemodynamics-based nomogram developed in this study effectively predicted ICO of IAs after PED treatment.
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