Drug repositioning based on residual attention network and free multiscale adversarial training - Li, Guanghui; Li, Shuwen; Liang, Cheng; Xiao, Qiu; Luo, Jiawei (BMC bioinformatics, 2024)
Keywords: Adversarial training; Algorithms; Collaboration; Computational Biology - methods; Cost analysis; Deep learning; Disease; Drug development; Drug discovery; Drug Repositioning - methods; Drug-disease association; Drugs; Graph attention network; Graph autoencoder; Humans; Information processing; Machine learning; Methods; MicroRNAs; Multilayers; Neighborhoods; Networks; Neural networks; Neural Networks, Computer; Nodes; Pathogenesis; Pharmaceutical research; Predictions; Proteins; Residual network; Semantics; Technology application; Training; China; Graph autoencoder; Adversarial training; Graph attention network; Residual network; Drug-disease association