Surgical Feature-Space Decomposition of LLMs: Why, When and How?
Arnav ChavanNahush LeleDeepak K. GuptaPublished in: ACL (1) (2024)
Keyphrases
- feature space
- high dimensional
- mean shift
- feature vectors
- input space
- decomposition method
- image representation
- feature selection
- intraoperative
- image guided
- kernel function
- principal component analysis
- support vector machine
- feature set
- input data
- training set
- feature extraction
- linear discriminant analysis
- surgical training
- image guided surgery
- operating room
- decomposition methods
- dimension reduction
- high dimensionality
- kernel methods
- computer assisted
- training samples
- image retrieval
- low dimensional
- decision trees
- dissimilarity measure
- data sets
- decomposition algorithm
- robot assisted
- x ray
- surgical tools
- computer assisted surgery
- dimensionality reduction