A comprehensive investigation of morphological features responsible for cerebral aneurysm rupture using machine learning

M Zakeri, A Atef, M Aziznia, A Jafari - Scientific Reports, 2024 - nature.com
Cerebral aneurysms are a silent yet prevalent condition that affects a significant global
population. Their development can be attributed to various factors, presentations, and …

[HTML][HTML] Machine Learning-Based Prediction of Clinical Outcomes in Microsurgical Clip** Treatments of Cerebral Aneurysms

C Toader, FM Brehar, MP Radoi… - …, 2024 - pmc.ncbi.nlm.nih.gov
Background: This study investigates the application of Machine Learning techniques to
predict clinical outcomes in microsurgical clip** treatments of cerebral aneurysms, aiming …

Complex networks approach to study comorbidities in patients with unruptured intracranial aneurysms

J Kivelev, I Saarenpää, A Karlsson, P Crisafulli… - Scientific Reports, 2024 - nature.com
The role of complex network analysis in patients with diagnosis of unruptured intracranial
aneurysm is unexplored. The objective of this study is to assess the applicability of this …

Prediction of Intracranial Pressure in Patients with an Aneurysmal Subarachnoid Hemorrhage Using Optic Nerve Sheath Diameter via Explainable Predictive …

KH Kim, HK Kang, HW Koo - Journal of Clinical Medicine, 2024 - mdpi.com
Background: The objective of this investigation was to formulate a model for predicting
intracranial pressure (ICP) by utilizing optic nerve sheath diameter (ONSD) during …

[HTML][HTML] Microsurgical Clip** of Unruptured Middle Cerebral Artery Bifurcation Aneurysms: A Single-Center Experience

N Stroh-Holly, P Rauch, H Stefanits… - Brain …, 2024 - pmc.ncbi.nlm.nih.gov
Background/Objectives: Microsurgical clip** has traditionally been considered a standard
treatment for middle cerebral artery (MCA) aneurysms. Recently, a caseload reduction …

Machine Learning–Based Prediction of Chronic Shunt-Dependent Hydrocephalus After Spontaneous Subarachnoid Hemorrhage

M Gollwitzer, M Steindl, N Stroh, A Hauser, G Sardi… - World Neurosurgery, 2024 - Elsevier
Background Chronic posthemorrhagic hydrocephalus often arises following spontaneous
subarachnoid hemorrhage (SAH). Timely identification of patients predisposed to develop …