CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy.
Mengyun QiaoShuo WangHuaqi QiuAntonio de MarvaoDeclan P. O'ReganDaniel RueckertWenjia BaiPublished in: CoRR (2023)
Keyphrases
- generative model
- spatio temporal
- video representation
- probabilistic model
- three dimensional
- spatial and temporal
- discriminative learning
- image sequences
- prior knowledge
- left atrium
- bayesian framework
- em algorithm
- discriminative models
- moving objects
- conditional probabilities
- left ventricle
- latent dirichlet allocation
- expectation maximization
- medical images
- generative and discriminative models
- topic models
- space time
- posterior probability
- dynamic textures
- image analysis
- pairwise
- human actions
- learning algorithm
- training data
- dirichlet process mixture models
- image processing