Federica Ninno

A data-driven framework to identify restenosis-prone regions in femoral arteries from geometric and inflow waveform parameters

Haemodynamic indices derived from computational fluid dynamics (CFD), such as time-averaged wall shear stress (TAWSS) and oscillatory shear index (OSI), are closely associated with restenosis risk in peripheral arterial disease (PAD). We present a machine learning-reduced order m...