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OpenCMKG

这是一个开源的中文医疗知识图谱,由以下数据聚合得到:

仅用于学术研究,不得用于商用。如认为侵犯了您的版权,请联系删除

文件说明

triples.txt: 3列(实体1,关系,实体2),逗号隔开

entities_dict.txt: 字典形式,key为类别,value为对应的实体列表

manual_annotation.csv: 3列 (实体1,实体2,sign),在聚合时得到不同知识图谱间的对齐实体,进一步做人工标注

各类别实体的数量

本体/类别 本体/类别英文 数量
疾病 disease 14726
药物 drug 4289
食物 food 4846
科室 department 54
生产商 producer 16772
症状 symptom 19411
治疗方式 treatment 598
总计 60696

三元组数量

三元组关系 三元组关系英文 数量
科室所属关系 department_belong_department 37
并发症 disease_acompany_disease 25161
疾病所属科室 disease_belong_department 8820
疾病一般用药 disease_common_drug 14693
疾病可吃食物 disease_eat_food 22262
疾病对应症状 disease_has_symptom 59762
疾病需要检查 disease_need_check 39416
疾病需要治疗 disease_need_treatment 20607
疾病忌吃食物 disease_noteat_food 27646
疾病推荐药物 disease_recommand_drug 60621
疾病推荐食物 disease_recommand_food 40221
药物生厂商 drug_relate_producer 17532
同义实体 SameAs 17977
总计 354755

人工标注

对聚合过程的对齐实体进行人工标注,csv文件中保留了部分结果,删除了大部分差别较大的实体

opencmkg's People

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