Cluster Analysis in Latent Space: Identifying Personalized Aortic Valve Prosthesis Shapes using Deep Representations.
Jannis HagenahKenneth KühlMichael ScharfschwerdtFloris ErnstPublished in: MIDL (2019)
Keyphrases
- cluster analysis
- latent space
- latent variables
- clustering algorithm
- low dimensional
- gaussian process
- clustering method
- unsupervised learning
- generative model
- matrix factorization
- feature space
- data mining techniques
- dimensionality reduction
- data analysis
- data mining
- k means
- high dimensional
- shape matching
- transfer learning
- shape analysis
- manifold learning
- high dimensional data
- gaussian processes
- prior knowledge
- knowledge discovery
- expectation maximization
- maximum likelihood
- computer vision