An unsupervised machine learning method for discovering patient clusters based on genetic signatures.
Christian E. LópezScott TuckerTarik SalamehConrad S. TuckerPublished in: J. Biomed. Informatics (2018)
Keyphrases
- machine learning
- unsupervised learning
- machine learning methods
- detection method
- model selection
- clustering method
- dynamic programming
- computational cost
- probabilistic model
- support vector machine
- semi supervised
- high accuracy
- agglomerative clustering
- supervised classification
- hierarchical clustering
- cluster analysis
- input data
- data points
- pairwise
- objective function
- similarity measure