摘要
为快速了解新型冠状病毒肺炎诊断和治疗方法的演化情况及其规律,为医务人员在实际诊疗中提供便利,本文以2020-01-16至2020-08-19期间国家卫生健康委员会相继发布的9版新型冠状病毒肺炎诊疗方案文本为研究数据,借助文本挖掘相关方法对新型冠状病毒肺炎诊疗方案整体及相同模块进行表示及相似度度量,并对其进行对比性分析与可视化分析,得到不同版本诊疗方案整体及相应模块的文本相似度,归纳总结其演化规律,为临床诊疗实践及其他诊疗方案的制定提供参考。
In order to understand the evolution of the diagnosis and treatment plans of corona virus disease 2019(COVID-19),and provide convenience for medical staff in actual diagnosis and treatment,this paper uses the 9 diagnosis and treatment plans of COVID-19 issued by the National Health Commission during the period from January 26,2020 to August 19,2020 as research data to perform comparative analysis and visual analysis.Based on text mining,this paper obtained the text similarity and summarized its evolution law by expressing and measuring the similarity of the overall diagnosis and treatment plans of COVID-19 and the same modules,which provides reference for clinical diagnosis and treatment practice and other diagnosis and treatment plan formulation.
作者
郭崇慧
徐良辰
魏伟
陈静锋
GUO Chonghui;XU Liangchen;WEI Wei;CHEN Jingfeng(Institute of Systems Engineering,Dalian University of Technology,Dalian,Liaoning 116024,P.R.China;School of Tourism Management,Zhengzhou University,Zhengzhou 450001,P.R.China;Health Management Centre,The First Affiliated Hospital of Zhengzhou University,Zhengzhou 450001,P.R.China)
出处
《生物医学工程学杂志》
EI
CAS
CSCD
北大核心
2021年第2期197-209,共13页
Journal of Biomedical Engineering
基金
国家自然科学基金项目(71771034,72001191)
揭阳市科技计划项目(2017xm041)。
关键词
新型冠状病毒肺炎
诊疗方案
演化分析
文本挖掘
corona virus disease 2019
diagnosis and treatment plan
evolution analysis
text mining
作者简介
通信作者:郭崇慧,Email:dlutguo@dlut.edu.cn。
