A novel method for drug-target interaction prediction based on graph transformers model.
Hongmei WangFang GuoMengyan DuGuishen WangChen CaoPublished in: BMC Bioinform. (2022)
Keyphrases
- prediction model
- mathematical model
- statistical model
- modeling method
- objective function
- probabilistic model
- predictive model
- sensitivity analysis
- graph representation
- parameter estimation
- graph model
- energy function
- prediction error
- cost function
- prior information
- theoretical analysis
- clustering method
- closed form
- evaluation method
- bp neural network
- hybrid model
- bayesian framework
- test data
- linear regression model
- reconstruction method
- structural learning
- tree structure
- prediction accuracy
- em algorithm
- prediction algorithm
- input data
- hyper graph
- regression analysis
- linear model
- optimization method
- classification method
- graph cuts
- probability distribution
- autoregressive
- linear regression
- classification algorithm
- fully connected
- dependency graph
- flow graph
- prior knowledge
- video sequences