Opportunities and challenges of computer aided diagnosis in new millennium: A bibliometric analysis from 2000 to 2023

作者全名："Wu, Di; Ni, Jiachun; Fan, Wenbin; Jiang, Qiong; Wang, Ling; Sun, Li; Cai, Zengjin"

作者地址："[Wu, Di; Wang, Ling; Sun, Li; Cai, Zengjin] Chongqing Med Univ, Yongchuan Hosp Tradit Chinese Med, Dept Proctol, Chongqing, Peoples R China; [Wu, Di; Fan, Wenbin] Bishan Hosp Tradit Chinese Med, Dept Proctol, Chongqing, Peoples R China; [Wu, Di; Fan, Wenbin; Jiang, Qiong] Chongqing Coll Tradit Chinese Med, Chongqing, Peoples R China; [Ni, Jiachun] Shanghai Univ Tradit Chinese Med, Yueyang Hosp Integrated Tradit Chinese & Western M, Dept Coloproctol, Shanghai, Peoples R China; [Cai, Zengjin] Chongqing Med Univ, Yongchuan Hosp Tradit Chinese Med, Dept Proctol, 2 Yingbin Ave, Chongqing 402160, Peoples R China"

通信作者："Cai, ZJ (通讯作者)，Chongqing Med Univ, Yongchuan Hosp Tradit Chinese Med, Dept Proctol, 2 Yingbin Ave, Chongqing 402160, Peoples R China."

来源：MEDICINE

ESI学科分类：CLINICAL MEDICINE

WOS号：WOS:001130483000059

JCR分区：Q2

影响因子：1.3

年份：2023

卷号：102

期号：51

开始页：　

结束页：　

文献类型：Review

关键词：bibliometrics; CiteSpace; computer-aided diagnosis; COVID-19; deep learning; VOSviewer

摘要："Background:After entering the new millennium, computer-aided diagnosis (CAD) is rapidly developing as an emerging technology worldwide. Expanding the spectrum of CAD-related diseases is a possible future research trend. Nevertheless, bibliometric studies in this area have not yet been reported. This study aimed to explore the hotspots and frontiers of research on CAD from 2000 to 2023, which may provide a reference for researchers in this field.Methods:In this paper, we use bibliometrics to analyze CAD-related literature in the Web of Science database between 2000 and 2023. The scientometric softwares VOSviewer and CiteSpace were used to visually analyze the countries, institutions, authors, journals, references and keywords involved in the literature. Keywords burst analysis were utilized to further explore the current state and development trends of research on CAD.Results:A total of 13,970 publications were included in this study, with a noticeably rising annual publication trend. China and the United States are major contributors to the publication, with the United States being the dominant position in CAD research. The American research institutions, lead by the University of Chicago, are pioneers of CAD. Acharya UR, Zheng B and Chan HP are the most prolific authors. Institute of Electrical and Electronics Engineers Transactions on Medical Imaging focuses on CAD and publishes the most articles. New computer technologies related to CAD are in the forefront of attention. Currently, CAD is used extensively in breast diseases, pulmonary diseases and brain diseases.Conclusion:Expanding the spectrum of CAD-related diseases is a possible future research trend. How to overcome the lack of large sample datasets and establish a universally accepted standard for the evaluation of CAD system performance are urgent issues for CAD development and validation. In conclusion, this paper provides valuable information on the current state of CAD research and future developments."

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