Pathway-Based Drug Repurposing with DPNetinfer: A Method to Predict Drug-Pathway Associations via Network-Based Approaches.
Jiye WangZengrui WuYayuan PengWeihua LiGuixia LiuYun TangPublished in: J. Chem. Inf. Model. (2021)
Keyphrases
- cost function
- detection method
- high accuracy
- alternative methods
- support vector machine svm
- prior knowledge
- computational cost
- experimental evaluation
- machine learning methods
- mathematical model
- synthetic data
- optimization algorithm
- pairwise
- training data
- similarity measure
- data sets
- classification accuracy
- significant improvement
- recommender systems
- computational complexity
- objective function
- classification method
- image processing