Integrated machine learning pipeline for aberrant biomarker enrichment (i-mAB): characterizing clusters of differentiation within a compendium of systemic lupus erythematosus patients.
Trang T. LeNigel O. BlackwoodJaclyn N. TaroniWeixuan FuMatthew K. BreitensteinPublished in: AMIA (2018)
Keyphrases
- machine learning
- computer aided diagnosis
- histopathological images
- patient groups
- clustering algorithm
- machine learning methods
- pattern recognition
- decision trees
- data analysis
- disease progression
- data mining
- reinforcement learning
- computer vision
- medical images
- feature extraction
- feature space
- data points
- statistical methods