数据集:
bigbio/spl_adr_200db
美国食品药品监督管理局(FDA)与国家医药图书馆合作创建了一个试点数据集,其中包含有关200种FDA批准药物已知不良反应的标准化信息。结构化产品标签(SPLs)是FDA用于交换有关药物和其他产品信息的文件,此数据集中的SPLs经过手动注释,以逐个提及的级别便于开发和评估从所有SPLs中提取ADR的文本挖掘工具。然后,ADR被标准化为统一医学语言系统(UMLS)和药物监管活动医学词典(MedDRA)。
@article{demner2018dataset, author = {Demner-Fushman, Dina and Shooshan, Sonya and Rodriguez, Laritza and Aronson, Alan and Lang, Francois and Rogers, Willie and Roberts, Kirk and Tonning, Joseph}, title = {A dataset of 200 structured product labels annotated for adverse drug reactions}, journal = {Scientific Data}, volume = {5}, year = {2018}, month = {01}, pages = {180001}, url = { https://www.researchgate.net/publication/322810855_A_dataset_of_200_structured_product_labels_annotated_for_adverse_drug_reactions }, doi = {10.1038/sdata.2018.1} }