Integrated Random Negative Sampling and Uncertainty Sampling in Active Learning Improve Clinical Drug Safety Drug-Drug Interaction Information Retrieval

• Үндсэн зохиолчид: Weixin Xie (Зохиогч), Limei Wang (Зохиогч), Qi Cheng (Зохиогч), Xueying Wang (Зохиогч), Ying Wang (Зохиогч), Hongyuan Bi (Зохиогч), Bo He (Зохиогч), Weixing Feng (Зохиогч)
• Формат: Ном
• Хэвлэсэн: Frontiers Media S.A., 2021-04-01T00:00:00Z.
• Нөхцлүүд: article
• Онлайн хандалт: Connect to this object online.

Clinical drug-drug interactions (DDIs) have been a major cause for not only medical error but also adverse drug events (ADEs). The published literature on DDI clinical toxicity continues to grow significantly, and high-performance DDI information retrieval (IR) text mining methods are in high demand...