Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation.
Yidong ZhaoJoao TouraisIain PierceChristian NitscheThomas A. TreibelSebastian WeingärtnerArtur M. SchweidtmannQian TaoPublished in: CoRR (2024)
Keyphrases
- monte carlo
- importance sampling
- monte carlo simulation
- mri segmentation
- monte carlo methods
- markov chain
- magnetic resonance images
- monte carlo tree search
- bayesian networks
- particle filter
- cancer treatment
- markov chain monte carlo
- image analysis
- variance reduction
- mri images
- confidence intervals
- fuzzy c means
- maximum likelihood
- adaptive sampling
- quasi monte carlo
- matrix inversion
- patient specific
- state space