摘要
基于肿瘤领域中文临床指南和相关文献构建肿瘤知识图谱,依据该肿瘤知识图谱实现智能问答应用,详细阐述该图谱构建方法及应用结果,指出该图谱可为肿瘤诊疗提供一定的临床决策支持,为其他领域知识图谱构建和应用提供参考。
A cancer Knowledge Graph(KG)is built based on Chinese clinical guidelines and related literatures in the field of cancer,and the intelligent question answering application is realized according to the cancer KG.The paper elaborates the building method and application results of the KG in detail,and points out that the KG can provide certain clinical decision support for cancer diagnosis and treatment,and provide references for the building and application of KG in other fields.
作者
张琴
林伟龙
王军辉
杨雅婷
马匡宇
郭强
洪娜
ZHANG Qin;LIN Weilong;WANG Junhui;YANG Yating;MA Kuangyu;GUO Qiang;HONG Na(Digital Health China Technologies Co.Ltd.,Beijing 100080,China;National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital,Chinese Academy of Medical Sciences&Peking Union Medical College,Beijing 100021,China;Institute of Medical Information,Chinese Academy of Medical Sciences&Peking Union Medical College,Beijing 100020,China)
出处
《医学信息学杂志》
CAS
2021年第12期44-49,共6页
Journal of Medical Informatics
基金
国家重点研发计划项目“基于人工智能的临床辅助决策支持新型服务模式解决方案”(项目编号:2018YFC0116900)。
关键词
肿瘤
知识图谱
问答
临床决策支持
cancer
Knowledge Graph(KG)
question answering
clinical decision support
