Machine learning models for predicting delayed cerebral ischemia following ruptured intracranial aneurysms: A systematic review and meta-analysis
ML models and particularly ensemble approaches promise to improve DCI prediction after SAH. External validation, model calibration and prospective clinical integration warrant future work.
Authors
- Carmelo Lucio Sturiale
- Matteo Palermo
- Alessio Albanese
- Francesco Doglietto
- Alessandro Olivi
Institutions
- Università Cattolica del Sacro Cuore (IT)
- Agostino Gemelli University Polyclinic (IT)
- Istituti di Ricovero e Cura a Carattere Scientifico (IT)
Publication Details
- Journal
- Journal of Stroke and Cerebrovascular Diseases
- Published
- 2026-02-15
- DOI
- https://doi.org/10.1016/j.jstrokecerebrovasdis.2026.108592
- Primary Topic
- Intracranial Aneurysms: Treatment and Complications
- Type
- article
- Field-Weighted Citation Impact
- 0.00