Combined immune and DDR pathway classifier: A novel pathway-based classification aimed at tailoring personalized therapies for acute myeloid leukemia patients.
Yue HuangYing ZhangQi ZhouYueqiu TengMeijuan SuiFan ZhangPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- acute myeloid
- classification scheme
- classification method
- classification process
- accurate classification
- decision trees
- classification algorithm
- support vector machine
- svm classifier
- class labels
- feature space
- classification rate
- support vector
- classification accuracy
- classification models
- decision boundary
- image classification
- feature set
- learning vector quantization
- training set
- final classification
- multiple classifiers
- high classification accuracy
- higher classification accuracy
- decision tree classifiers
- binary classifiers
- nearest neighbor classifier
- training data
- feature selection
- support vector machine svm
- learning phase
- multiclass classification
- k nearest neighbour
- lung disease
- individual classifiers
- training samples
- e learning
- multi category
- feature extraction
- classifier combination
- cancer classification
- pattern classification
- multiple classifier systems
- knn
- ensemble classifier
- bayesian classifier