Knowledge Graph Embedding Represents a Relearning Drug Response Prediction Method
To solve the problem of adding new samples to the network-based model for drug efficacy prediction and retraining the model,a network-based drug efficacy prediction method was proposed and comparative experiments were conducted.This method can directly use the trained model to encode new samples of tumor cells,solving the problem of needing to retrain the encoding model to add new samples,improving the accuracy of drug efficacy prediction,and outperforming other methods.