主题模型在临床文本挖掘中的应用现状

Current Application Status of Topic Modeling in Clinical Text Mining

采用文献调研分析法对近10年国内外运用主题模型方法挖掘临床文本的研究进行归纳分析,总结研究现状和常用的主题模型方法,阐述主题模型在文本挖掘领域存在的局限性,以期为相关领域的研究提供借鉴。

By investigating and analyzing literature, the paper carries out inductive analysis of domestic and overseas studies that mined clinical text through topic modeling over the past 10 years, summarizes status quo of the studies and topic modeling methods that are often adopted, and expatiates on the existing limitations of topic modeling in the text mining field to provide reference for studies in relevant fields.