SWVE-Net uses a PINN embedding the Kelvin-Voigt wave equation to estimate shear modulus and viscosity from shear wave velocity fields, validated in FE simulations and ex vivo and in vivo experiments.
Català-Castro, S
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Physics-informed Neural Networks Enable High Fidelity Shear Wave Viscoelastography across Multiple organs
SWVE-Net uses a PINN embedding the Kelvin-Voigt wave equation to estimate shear modulus and viscosity from shear wave velocity fields, validated in FE simulations and ex vivo and in vivo experiments.