InVAErt networks for amortized inference and identifiability analysis of lumped parameter hemodynamic models

Guoxiang Grayson Tong, Carlos A. Sing Long, Daniele E. Schiavazzi

Estimation of cardiovascular model parameters from electronic health records (EHR) poses a significant challenge primarily due to lack of identifiability. Structural non-identifiab…