Development of patient-specific apparent blood viscosity predictive models for computational fluid dynamics analysis of intracranial aneurysms with machine learning approaches

•Apparent blood viscosities of patients with intracranial aneurysms were measured.•Predictive models for blood viscosity were constructed by machine learning.•Patient-specific viscosities were predicted from blood test results.•Predictive models were verified by patient-specific computational fluid...

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