Prediction of cerebral aneurysm rupture risk by machine learning algorithms: a systematic review and meta-analysis of 18,670 participants

MA Habibi, A Fakhfouri, MS Mirjani, A Razavi… - Neurosurgical …, 2024 - Springer
It is possible to identify unruptured intracranial aneurysms (UIA) using machine learning
(ML) algorithms, which can be a life-saving strategy, especially in high-risk populations. To …

Morphological characteristics of ruptured brain aneurysms: a systematic literature review and meta‐analysis

S Sanchez, M Hickerson, RR Patel… - Stroke: Vascular and …, 2023 - Am Heart Assoc
Background It is unclear what morphological features of brain aneurysms are better at
predicting risk of rupture. We conducted a meta‐analysis to analyze the best morphological …

Shape related features of intracranial aneurysm are associated with rupture status in a large Chinese cohort

Y Wang, M Cheng, S Liu, G Xie, L Liu, X Wu… - Journal of …, 2022 - jnis.bmj.com
Background To investigate the prevalence of small ruptured saccular intracranial aneurysms
(sIA) in a Chinese cohort and to identify factors associated with rupture status of sIAs …

Low Wall Shear Stress and High Intra-Aneurysmal Pressure Are Associated with Ruptured Status of Vertebral Artery Dissecting Aneurysms

H Wei, K Yao, Q Tian, S Han, W Gao, W Han… - CardioVascular and …, 2023 - Springer
Purpose The morphological and hemodynamic features of patients with vertebral artery
dissecting aneurysms (VADAs) are yet unknown. This study sought to elucidate …

[HTML][HTML] Risk factors for the rupture of mirror middle cerebral artery aneurysm using computer-assisted semiautomated measurement and hemodynamic analysis

SQ Hu, RD Chen, WD Xu, JS Yu - Journal of Stroke and Cerebrovascular …, 2022 - Elsevier
Objectives To identify the morphologic and hemodynamic risk factor of mirror middle
cerebral artery (MCA) aneurysms. Methods We conducted a retrospective analysis of 40 …

[HTML][HTML] Hemodynamic and morphological differences between unruptured carotid-posterior communicating artery bifurcation aneurysms and infundibular dilations of …

J Yuan, Z Li, X Jiang, N Lai, X Wang, X Zhao… - Frontiers in …, 2020 - frontiersin.org
Objective: Posterior communicating artery bifurcation aneurysms (PcomA-BAs) and
infundibular dilations (PcomA-IDs) are found at the junction between the internal carotid …

Prediction of cerebral aneurysm rupture using a point cloud neural network

X Luo, J Wang, X Liang, L Yan, XH Chen… - Journal of …, 2023 - jnis.bmj.com
Objective Accurate prediction of cerebral aneurysm (CA) rupture is of great significance. We
intended to evaluate the accuracy of the point cloud neural network (PC-NN) in predicting …

[HTML][HTML] A predictive hemodynamic model based on risk factors for ruptured mirror aneurysms

S Hu, R Chen, W Xu, H Li, J Yu - Frontiers in Neurology, 2022 - frontiersin.org
Objectives To identify hemodynamic risk factors for intracranial aneurysm rupture and
establish a predictive model to aid evaluation. Methods We analyzed the hemodynamic …

Combination of morphological and hemodynamic parameters for assessing the rupture risk of intracranial aneurysms: a retrospective study on mirror middle cerebral …

S Xin, Y Chen, B Zhao, F Liang - Journal of …, 2022 - asmedigitalcollection.asme.org
Discordant findings were frequently reported by studies dedicated to exploring the
association of morphological/hemodynamic factors with the rupture of intracranial …

Pipeline embolization of complex, wide-necked middle cerebral artery bifurcation aneurysms: a single-center experience

J Wang, X Deng, D Li, Z Yang… - Interventional …, 2024 - journals.sagepub.com
Purpose To evaluate the performance of Pipeline Embolization Device (PED) in complex,
wide-necked middle cerebral artery (MCA) bifurcation aneurysms. Methods We performed a …