Predicting Drug-Disease Treatment Associations Based on Topological Similarity and Singular Value Decomposition.
Guangsheng WuJuan LiuPublished in: BIBM (2019)
Keyphrases
- singular value decomposition
- singular values
- electronic medical record
- correlation matrix
- low rank
- least squares
- dimension reduction
- principal component analysis
- dimensionality reduction
- cancer patients
- prognostic factors
- latent semantic indexing
- similarity measure
- semantic similarity
- genetic variation
- edit distance
- null space
- data sets
- clinical trials
- data matrix
- low rank approximation
- similarity search
- linear combination
- low rank matrix
- distance measure
- genome wide association studies