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

Although the expression of each informative gene in the total dataset was significantly different between the ruptured and unruptured groups, some genes did not reach statistical significance in a certain GSE due to the small sample size.

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