Unpaired Deep Learning for Pharmacokinetic Parameter Estimation from Dynamic Contrast-Enhanced MRI.
Gyutaek OhWon-Jin MoonJong Chul YePublished in: CoRR (2023)
Keyphrases
- parameter estimation
- dynamic contrast enhanced mri
- deep learning
- unsupervised learning
- least squares
- maximum likelihood
- dce mri
- mri data
- markov random field
- statistical models
- model selection
- machine learning
- em algorithm
- nonrigid registration
- expectation maximization
- random fields
- mental models
- image registration
- computer vision
- similarity measure
- contrast agent