基于多组学数据识别癌症驱动通路的模型和算法 (Model and Algorithm for Identifying Driver Pathways in Cancer by Integrating Multi-omics Data).
Qirong CaiJingli WuPublished in: 计算机科学 (2019)
Keyphrases
- input data
- mathematical model
- experimental data
- data samples
- prior information
- theoretical analysis
- probabilistic model
- prior knowledge
- recognition algorithm
- bayesian framework
- probability distribution
- noisy data
- objective function
- classification algorithm
- learning algorithm
- cost function
- preprocessing
- data sets
- learned models
- synthetic datasets
- kalman filter
- dynamic programming
- tree structure
- parameter estimation
- em algorithm
- statistical methods
- data points
- data analysis
- data sources
- clustering analysis
- clustering method
- detection algorithm
- test data
- np hard
- estimation algorithm
- search space
- similarity measure