Visualization analysis of fetal health status assessment assisted by artificial intelligence technology
10.3969/j.issn.1673-9701.2025.31.007
- VernacularTitle:人工智能辅助胎儿健康状态评估的可视化分析
- Author:
Xueli BAI
1
;
Shuxuan ZHANG
1
Author Information
1. 徐州市第一人民医院产科,江苏徐州 221000
- Publication Type:Journal Article
- Keywords:
Fetal state;
Artificial intelligence;
Status assessment;
Bibliometrics;
Visual analytics
- From:
China Modern Doctor
2025;63(31):31-35,58
- CountryChina
- Language:Chinese
-
Abstract:
Objective Based on the knowledge graph to analyze the research status and application trends of artificial intelligence(AI)in the field of fetal health status assessment,and to explore the development context and research hotspots.Methods The relevant literature in the field of fetal health status assessment was retrieved in the Web of Science,PubMed,IEEE Xplore,CNKI and Wanfang Data Knowledge Service Platform,and the search time period was from January 2015 to December 2024.The CiteSpace software was used to generate visual maps of authors,institutions and key words,and bibliometric analysis was conducted on institutions,authors and key words,etc.Results Globally,the number of annual publications of research related to the application of AI to the assessment of fetal health status had been on the rise in the past 10 years.The research hotspots focused on influencing factors,prenatal diagnosis,feature extraction,diagnostic models,machine learning,deep learning,fetal heart rate,etc,indicating that AI had promoted the transformation of fetal condition monitoring and clinical decision-making towards digital diagnosis and treatment driven by deep learning through technological innovation.Conclusion At present,research on AI assisted intelligent monitoring of fetal health mainly focuses on signal processing,feature extraction,and innovative applications.The combination of medical and engineering is an important way to carry out related research and achieve application implementation.In the future,the intelligent,digital,and precise processes in this field will continue to accelerate.
