Cardiac Disease Representation Conditioned by Spatio-temporal Priors in Cine-MRI Sequences Using Generative Embedding Vectors.
Henry PeñaSantiago GómezDavid Romo-BucheliFabio MartínezPublished in: EMBC (2021)
Keyphrases
- spatio temporal
- mr imaging
- mr images
- left ventricle
- vector space
- magnetic resonance imaging
- long axis
- mri data
- spatial and temporal
- vector representation
- cardiac imaging
- tagged mri
- space time
- left ventricular
- image sequences
- coronary artery
- image derivatives
- magnetic resonance
- cardiovascular disease
- beating heart
- movement patterns
- myocardial infarction
- hidden markov models
- clinical applications
- patient specific
- magnetic resonance images
- image analysis
- generative model
- feature vectors
- spatio temporally