Regularized Tensor Factorization for Multi-Modality Medical Image Classification.
Nematollah BatmanghelichAoyan DongBen TaskarChristos DavatzikosPublished in: MICCAI (3) (2011)
Keyphrases
- multi modality
- tensor factorization
- image classification
- multi modal
- matrix factorization
- medical images
- negative matrix factorization
- information theoretic
- visual features
- image registration
- collaborative filtering
- mutual information
- medical data
- probabilistic latent semantic analysis
- bag of words
- feature extraction
- imaging modalities
- tag recommendation
- gaussian processes
- sparse representation
- medical imaging
- singular value decomposition
- image representation
- nonnegative matrix factorization
- least squares
- scene classification
- linear algebra
- image features
- kl divergence
- machine learning
- factorization method
- objective function
- deformation field
- high dimensional
- image retrieval
- image sequences
- image processing