Tag: Medical Imaging

2 entries

Emulation strategies for Bayesian inference of regional left ventricle material parameters

Biomechanics / Computational Medicine
This paper introduces a Bayesian surrogate-modeling framework for inferring regional Holzapfel-Ogden material parameters in a left ventricle partitioned into five physiological zones, using cardiac MRI data to overcome the limitation of treating the myocardium as mechanically homogeneous.
See LICENSE file Cardiac BiomechanicsBayesian InferenceSurrogate Modeling

CIFGS/physics-informed-sirenMRI-model

Physics-Informed Neural Networks
A physics-informed neural network model hosted on HuggingFace, with name suggesting relevance to MRI imaging and SIREN architecture; detailed information requires consulting the official page.
mit PINNMRISIREN

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