2023
DOI: 10.3389/fneur.2023.1126640
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Integrate prediction of machine learning for single ACoA rupture risk: a multicenter retrospective analysis

Yang Li,
Linchun Huan,
Wenpeng Lu
et al.

Abstract: BackgroundStatistically, 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.MethodsAmong 1,436 cases of single ACoA patients, we screened 1,325 valid cases, classified risk factors of 1,124 cases in the ruptured group a… Show more

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