Bayesian Inference-Based Estimation of Normal Aortic, Aneurysmal and Atherosclerotic Tissue Mechanical Properties: From Material Testing, Modeling and Histology.
Shuo WangAziz TokgozYuan HuangYongxue ZhangJiaxuan FengPriya SastryChang SunNichola FiggQingsheng LuMichael P. F. SutcliffeZhongzhao TengJonathan H. GillardPublished in: IEEE Trans. Biomed. Eng. (2019)
Keyphrases
- bayesian inference
- mechanical properties
- finite element model
- composite materials
- material properties
- shear stress
- stainless steel
- probabilistic model
- finite element
- prior information
- numerical simulations
- experimental data
- boundary conditions
- hierarchical bayesian
- blood flow
- finite element analysis
- post mortem
- spatially varying
- flow patterns
- search space
- density estimation
- parameter estimation
- maximum likelihood
- image analysis