Gaussian Process Inference for Estimating Pharmacokinetic Parameters of Dynamic Contrast-Enhanced MR Images.
Shijun WangPeter LiuBaris TurkbeyPeter L. ChoykePeter A. PintoRonald M. SummersPublished in: MICCAI (3) (2012)
Keyphrases
- mr images
- dynamic contrast enhanced
- gaussian process
- magnetic resonance
- hyperparameters
- magnetic resonance images
- medical images
- bayesian inference
- breast mri
- mri data
- manual segmentation
- model selection
- bayesian framework
- prostate cancer
- image data
- dce mri
- nonrigid registration
- latent variables
- maximum likelihood
- brain structures
- bayesian networks
- brain tumors
- noise level
- pre operative
- shape model
- computer vision
- parameter space
- closed form
- breast cancer
- medical imaging
- cross validation
- image processing