数据集:
bigbio/psytar
"精神治疗不良反应" (PsyTAR) 数据集包含了由患者在 "askapatient.com" 上发布的 891 条药物评论,涉及 Zoloft、Lexapro、Cymbalta 和 Effexor XR 的有效性和不良药物事件。
这个数据集可以用于对药物的不良药物反应 (ADR)、戒断症状 (WDs)、症状/疾病 (SSIs)、药物适应症 (DIs)、药物有效性 (EF)、药物无效 (INF) 和其他因素进行 (多标签) 句子分类,以及识别 5 种不同类型的命名实体 (在ADR、WDs、SSIs 和 DIs 类别中)
@article{Zolnoori2019, author = {Maryam Zolnoori and Kin Wah Fung and Timothy B. Patrick and Paul Fontelo and Hadi Kharrazi and Anthony Faiola and Yi Shuan Shirley Wu and Christina E. Eldredge and Jake Luo and Mike Conway and Jiaxi Zhu and Soo Kyung Park and Kelly Xu and Hamideh Moayyed and Somaieh Goudarzvand}, title = {A systematic approach for developing a corpus of patient reported adverse drug events: A case study for {SSRI} and {SNRI} medications}, journal = {Journal of Biomedical Informatics}, volume = {90}, year = {2019}, url = {https://doi.org/10.1016/j.jbi.2018.12.005}, doi = {10.1016/j.jbi.2018.12.005}, }