CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy.
Mengyun QiaoShuo WangHuaqi QiuAntonio de MarvaoDeclan P. O'ReganDaniel RueckertWenjia BaiPublished in: IEEE Trans. Medical Imaging (2024)
Keyphrases
- generative model
- spatio temporal
- probabilistic model
- video representation
- three dimensional
- left atrium
- spatial and temporal
- discriminative learning
- em algorithm
- latent dirichlet allocation
- moving objects
- bayesian framework
- posterior probability
- image sequences
- generative and discriminative models
- space time
- discriminative models
- prior knowledge
- medical images
- semi supervised
- conditional probabilities
- pairwise
- left ventricle
- hierarchical bayesian model
- topic models
- image analysis
- image segmentation
- human motion
- latent variables
- data sets
- expectation maximization
- image processing