Physics-informed Neural Network Estimation of Material Properties in Soft Tissue Nonlinear Biomechanical Models.
Federica CaforioFrancesco RegazzoniStefano PaganiElias KarabelasChristoph M. AugustinGundolf HaaseGernot PlankAlfio QuarteroniPublished in: CoRR (2023)
Keyphrases
- soft tissue
- material properties
- finite element
- medical images
- neural network
- magnetic resonance
- image registration
- deformable models
- automatic segmentation
- finite element model
- maxillofacial surgery
- minimally invasive surgery
- neural network model
- finite element analysis
- mr images
- computer assisted
- experimental data
- image restoration
- mass spring
- image data