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Automated encoding of clinical guidelines into computer-interpretable format

文献类型：会议论文

作者Qiu, Yuming1; Tang, Peng2; Wang, Haolin3; Zhang, Ju3; Qin, Xiaolin3
出版日期2018
会议日期March 12, 2018 - March 14, 2018
会议地点Chengdu, China
DOI10.1145/3194480.3194495
页码138-144
英文摘要Computer-interpretable guidelines (CIGs) are critical knowledge source for clinical decision support systems (CDSS). However, most of current CIGs are encoded by medical experts and knowledge engineers based on the clinical practice guidelines (CPGs). It is complex, time-consuming and error-prone. This paper proposes a model and a system framework that automates large part of the encoding process. The model employs a directed graph representing the knowledge of a guideline, and the framework consists of a pipeline of three steps: semi-structural guideline generation, graph reduction and validation, and CIG construction. Furthermore, we chose two CPGs issued by National Comprehensive Cancer Network (NCCN) to illustrate the use of this proposed framework. Automated encoding them into semi-products saves a tremendous amount of time, reducing 25 workdays for manual encoding work to 15 minutes of automated encoding plus 5 hours manual validation and correction. This indicates that automated encoding tools based on rigorous models is of practical value in a proper work framework. © 2018 Association for Computing Machinery.
会议录6th International Conference on Bioinformatics and Computational Biology, ICBCB 2018
语种英语
源URL[http://119.78.100.138/handle/2HOD01W0/7973]  
专题中国科学院重庆绿色智能技术研究院
作者单位1.Chengdu Institute of Computer Applications, Chinese Academy of Sciences Chengdu, China University of Chinese Academy of Sciences Beijing, China Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences Chongqing, China;
2.Breast and Thyroid Surgery, Southwest Hospital Chongqing, China;
3.Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences Chongqing, China University of Chinese Academy of Sciences Beijing, China City University of Hong Kong, Hong Kong, Hong Kong
推荐引用方式
GB/T 7714		 Qiu, Yuming,Tang, Peng,Wang, Haolin,et al. Automated encoding of clinical guidelines into computer-interpretable format[C]. 见:. Chengdu, China. March 12, 2018 - March 14, 2018.

入库方式： OAI收割

来源：重庆绿色智能技术研究院

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