Classification of Carbonaceous Nanomaterials based on Patterns of Inflammatory Markers in BAL Fluid and Pathological Outcomes in Lungs.
Ishika C. DesaiWilliam MillerVamsi K. KodaliGirija SyamlalJenny R. RobertsAaron D. ErdelyNaveena YanamalaPublished in: BCB (2018)
Keyphrases
- pattern analysis
- classification accuracy
- pattern recognition
- machine learning
- lung disease
- automatic classification
- pattern classification
- neural network
- pattern representation
- training patterns
- decision trees
- classification models
- classification rules
- classification method
- svm classifier
- support vector
- decision rules
- classification process
- feature selection
- class labels
- support vector machine svm
- supervised learning
- support vector machine
- feature vectors
- sequential patterns
- unsupervised learning
- model selection
- text classification
- multi class
- feature extraction