Abstract

Info

Title:: Visualization analysis on machine learning application in electronic medical record

Author(s):: WEI Caiping1; LI Xiang1; WENG Mengqing2; WU Xusheng3; HU Qingyuan4; LIU Jianwei1; HU Dehua1; 1. School of Life Sciences, Central South University, Changsha 410013, China 2. School of Information and Management, Guangxi Medical University, Nanning 530021, China 3. Shenzhen Health Development Research and Data Management Center, Shenzhen 518028, China 4. The Third Xiangya Hospital of Central South University, Changsha 410013, China

Keywords:: Keywords: electronic medical record knowledge map machine learning deep learning visualization analysis

Abstract:: The research status, hotspots and frontiers of machine learning application in electronic medical record are explored in the study. The research papers related to the application of machine learning in electronic medical record published from 2000 to 2022 in CNKI and Web of Science core collection are taken as data source. CiteSpace was used to draw the knowledge maps of countries/regions, authors, institutions, keywords co-occurrence and burst keywords for visualization analysis, so as to understand the research differences at home and abroad and provide reference for the related researches.