PerPAS: Topology-Based Single Sample Pathway Analysis Method.
Chengyu LiuRainer LehtonenSampsa HautaniemiPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2018)
Keyphrases
- high accuracy
- computational cost
- computational complexity
- high precision
- support vector machine
- spectral analysis
- objective function
- fully automatic
- classification method
- synthetic data
- detection algorithm
- computationally efficient
- experimental evaluation
- significant improvement
- classification accuracy
- edge detection
- mutual information
- theoretical analysis
- dynamic programming
- clustering method
- cost function
- mathematical model
- prior knowledge
- artificial neural networks
- optimization method
- data analysis