Image-based estimation of the left ventricular cavity volume using deep learning and Gaussian process with cardio-mechanical applications.
Arash RabbaniHao GaoAlan LazarusDavid DaltonYuzhang GeKenneth MangionColin BerryDirk HusmeierPublished in: Comput. Medical Imaging Graph. (2023)
Keyphrases
- gaussian process
- deep learning
- left ventricular
- unsupervised learning
- semi supervised
- bayesian framework
- model selection
- mri data
- regression model
- machine learning
- left ventricle
- hyperparameters
- motion analysis
- motion tracking
- fully automatic
- latent variables
- cross validation
- higher order
- supervised learning
- probabilistic model
- pattern recognition