Graph generative and adversarial strategy-enhanced node feature learning and self-calibrated pairwise attribute encoding for prediction of drug-related side effects

• Үндсэн зохиолчид: Ping Xuan (Зохиогч), Kai Xu (Зохиогч), Hui Cui (Зохиогч), Toshiya Nakaguchi (Зохиогч), Tiangang Zhang (Зохиогч)
• Формат: Ном
• Хэвлэсэн: Frontiers Media S.A., 2023-09-01T00:00:00Z.
• Нөхцлүүд: article
• Онлайн хандалт: Connect to this object online.

Background: Inferring drug-related side effects is beneficial for reducing drug development cost and time. Current computational prediction methods have concentrated on graph reasoning over heterogeneous graphs comprising the drug and side effect nodes. However, the various topologies and node attri...