Mohammad Amin Habibi, Amirata Fakhfouri, Mohammad Sina Mirjani, Alireza Razavi, Ali Mortezaei, Yasna Soleimani, Sohrab Lotfi, Shayan Arabi, Ladan Heidaresfahani, Sara Sadeghi, Poriya Minaee, SeyedMohammad Eazi, Farhang Rashidi, Milad Shafizadeh, Shahram Majidi
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 better understand the importance and effectiveness of ML algorithms in practice, a systematic review and meta-analysis were conducted to predict cerebral aneurysm rupture risk. PubMed, Scopus, Web of Science, and Embase were searched without restrictions until March 20, 2023. Eligibility criteria included studies that used ML approaches in patients with cerebral aneurysms confirmed by DSA, CTA, or MRI...
January 6, 2024: Neurosurgical Review