共被期刊论文引用了2次
您的检索式：您选中1篇文献正在查看引证文献汇总
|
|
|
题名
|
作者
|
年代
|
出处
|
被引量
|
| 1 | Big Data Analytics in Healthcare: Data-Driven Methods for Typical Treatment Pattern Mining显示文摘A huge volume of digitized clinical data is generated and accumulated rapidly since the widespread adoption of Electronic Medical Records (EMRs).These big data in healthcare hold the promise of propelling healthcare evolving from a proficiency-based art to a data-driven science,from a reactive mode to a proactive mode,from one-size-fits-all medicine to personalized medicine.This paper first discusses the research background-big data analytics in healthcare,the research framework of big data analytics in healthcare,analysis of medical process,and the literature summary of treatment pattern mining.Then the challenges for data-driven typical treatment pattern mining are highlighted,including similarity measure between treatment records,typical treatment pattern extraction,evaluation and recommendation,when considering the rich temporal and heterogeneous medical information in EMRs.Furthermore,three categories of typical treatment patterns are mined from doctor order content,duration,and sequence view respectively,which can provide a data-driven guideline to achieve the '5R' goal for rational drug use and clinical pathways. | Chonghui Guo Jingfeng Chen | 2019 | Journal of Systems Science and Systems Engineering2019，28，6： | 3 |
| 2 | 融合HowNet的中文电子病历命名实体识别显示文摘中文电子病历中存在大量非结构化的文本信息,其中的医学命名实体识别是生物医学领域知识组织和服务的基础。文章首先分析了中文电子病历特征的词语、词性、语素和词的组成等语法特征,以及HowNet语义特征;然后,运用CRF模型,提出了基于CRF医学命名实体的识别方案;最后,实验表明融合HowNet的中文电子病历命名实体识别方法具有较好的效果。 | 张军亮 方雪梅 雒曼 孙晶晶 | 2021 | 情报理论与实践2021，44，10： | 1 |
您所在的机构暂未开通此部分的功能，请联系管理员