3 citations · 6 across the 12 of their papers we have counts for
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q-bio.QM2020
Geometric Uncertainty in Patient-Specific Cardiovascular Modeling with Convolutional Dropout Networks
Gabriel Maher, Casey Fleeter, Daniele Schiavazzi +1
We propose a novel approach to generate samples from the conditional distribution of patient-specific cardiovascular models given a clinically aquired image volume. A convolutional…
q-bio.QM2019
Multilevel and multifidelity uncertainty quantification for cardiovascular hemodynamics
Casey M. Fleeter, Gianluca Geraci, Daniele E. Schiavazzi +2
Standard approaches for uncertainty quantification in cardiovascular modeling pose challenges due to the large number of uncertain inputs and the significant computational cost of…