A two-stage hybrid gene selection algorithm combined with machine learning models to predict the rupture status in intracranial aneurysms

A two-stage hybrid gene selection algorithm combined with machine learning models to predict the rupture status in intracranial aneurysms

An IA is an abnormal swelling of cerebral vessels, and a subset of these IAs can rupture causing aneurysmal subarachnoid hemorrhage (aSAH), often resulting in death or severe disability. Few studies have used an appropriate method of feature selection combined with machine learning by analyzing tran...

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Bibliographic Details
Main Authors: Qingqing Li, Peipei Wang, Jinlong Yuan, Yunfeng Zhou, Yaxin Mei, Mingquan Ye
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Neuroscience
Subjects:
intracranial aneurysms
rupture status
gene selection
machine learning
FCBF-MLP-PSO
informative genes
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2022.1034971/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2022.1034971/full

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