Application of artificial intelligence in chronic diseases:visual analysis based on CiteSpace
10.3969/j.issn.1671-8348.2024.24.003
- VernacularTitle:人工智能在慢性疾病中的应用:基于CiteSpace的可视化分析
- Author:
Zhenzhen CHEN
1
;
Cheng CHENG
;
Sha SONG
;
Yong LIU
Author Information
1. 陆军军医大学第二附属医院疼痛与康复医学科,重庆 400037
- Keywords:
artificial intelligence;
chronic disease;
CiteSpace;
visual analysis;
bibliometrics
- From:
Chongqing Medicine
2024;53(24):3692-3699
- CountryChina
- Language:Chinese
-
Abstract:
Objective To visually analyze the application research status quo of artificial intelligence in chronic diseases by using CiteSpace,and to discuss the hot research and evolution process in this field.Methods The SCI-Expanded database of the Web of Science Core Collection(WOSCC)was used as the data source,and the Boolean logic operators"AND,NOT,OR"were used for conducting the subjects terms retriev-al.The application research related information of artificial intelligence in chronic diseases conducted the visu-alized analysis by the CiteSpace software,including the number of published papers,countries,institutions,au-thors,keyword co-occurrence/clustering/emergence and other subjects hotspots,and the scientific map was drawn.Results A total of 1 302 literatures were retrieved and 1 243 literatures meeting the standard were in-cluded in the statistical analysis.Since 2018,the artificial intelligence researches in the field of chronic diseases show a significant growth trend year by year.Among them,the United States published the most,and Harvard University and the University of California were the most prolific institutions.At present,there is a lack of core researchers in this field,moreover the close cooperation among authors is not high.The hot research dis-eases mainly focus on adult heart,lung,kidney,endocrine metabolism and other aspects.Previous researchs fo-cused on intervention therapy,and gradually transitioning to precision medicine,decision support,manage-ment,mental health,mobile health care and other aspects.Conclusion At present,the application research of artificial intelligence in chronic diseases is still a hot research direction,and this paper provides some reference for the research in this field.
