Yang Li, Linchun Huan, Wenpeng Lu, Jian Li, Hongping Wang, Bangyue Wang, Yunfei Song, Chao Peng, Jiyue Wang, Xinyu Yang, Jiheng Hao
BACKGROUND: Statistically, Anterior communicating aneurysm (ACoA) accounts for 30 to 35% of intracranial aneurysms. ACoA, once ruptured, will have an acute onset and cause severe neurological dysfunction and even death. Therefore, clinical analysis of risk factors related to ACoA and the establishment of prediction model are the benefits to the primary prevention of ACoA. METHODS: Among 1,436 cases of single ACoA patients, we screened 1,325 valid cases, classified risk factors of 1,124 cases in the ruptured group and 201 cases in the unruptured group, and assessed the risk factors, respectively, and predicted the risk of single ACoA rupture by using the logistic regression and the machine learning...
2023: Frontiers in Neurology