Surgical Feature-Space Decomposition of LLMs: Why, When and How?
Arnav ChavanNahush LeleDeepak GuptaPublished in: CoRR (2024)
Keyphrases
- feature space
- mean shift
- dimensionality reduction
- classification accuracy
- high dimensionality
- kernel function
- principal component analysis
- data points
- low dimensional
- input space
- image retrieval
- training set
- feature extraction
- feature selection
- high dimensional
- image representation
- training samples
- image guided
- operating room
- discriminatory power
- neural network
- dot product
- surgical tools
- computer assisted surgery
- surgical training
- intraoperative
- data sets
- decomposition method
- decomposition algorithm
- high dimensional feature space
- hyperplane
- dimension reduction
- linear discriminant analysis
- feature set
- decision trees
- surgical navigation