NCC-AUC: an AUC optimization method to identify multi-biomarker panel for cancer prognosis from genomic and clinical data.
Meng ZouZhaoqi LiuXiang-Sun ZhangYong WangPublished in: Bioinform. (2015)
Keyphrases
- optimization method
- clinical data
- cancer patients
- outcome prediction
- breast cancer
- logistic regression
- genetic algorithm
- optimization algorithm
- medical data
- optimization methods
- clinical information
- roc curve
- genomic data
- particle swarm
- simulated annealing
- statistical analysis
- model selection
- patient data
- feature selection
- evolutionary algorithm
- differential evolution
- early detection
- nelder mead simplex
- raw data
- lung cancer
- knowledge discovery
- metaheuristic
- decision trees
- proteomic data
- prostate cancer
- clinical decision making
- databases
- data sets
- general purpose
- multi objective
- patient records
- lymph nodes
- learning algorithm
- neural network
- cell lines