School of Information, Systems and Modelling, Faculty of Engineering and Information Technology, University of Technology Sydney, 81 Broadway, Ultimo 2007, NSW, Australia.
School of Information, Systems and Modelling, Faculty of Engineering and Information Technology, University of Technology Sydney, 81 Broadway, Ultimo 2007, NSW, Australia; Department of Management Control and Information Systems, School of Economics and Business, University of Chile, Av. Diagonal Paraguay 257, 8330015 Santiago, Chile.
Comput Methods Programs Biomed. 2020 Jan;183:105075. doi: 10.1016/j.cmpb.2019.105075. Epub 2019 Sep 10.
BACKGROUND AND OBJECTIVE: Computer Methods and Programs in Biomedicine (CMPB) is a leading international journal that presents developments about computing methods and their application in biomedical research. The journal published its first issue in 1970. In 2020, the journal celebrates the 50th anniversary. Motivated by this event, this article presents a bibliometric analysis of the publications of the journal during this period (1970-2017). METHODS: The objective is to identify the leading trends occurring in the journal by analysing the most cited papers, keywords, authors, institutions and countries. For doing so, the study uses the Web of Science Core Collection database. Additionally, the work presents a graphical mapping of the bibliographic information by using the visualization of similarities (VOS) viewer software. This is done to analyze bibliographic coupling, co-citation and co-occurrence of keywords. RESULTS: CMPB is identified as a leading and core journal for biomedical researchers. The journal is strongly connected to IEEE Transactions on Biomedical Engineering and IEEE Transactions on Medical Imaging. Paper from Wang, Jacques, Zheng (published in 1995) is its most cited document. The top author in this journal is James Geoffrey Chase and the top contributing institution is Uppsala U (Sweden). Most of the papers in CMPB are from the USA followed by the UK and Italy. China and Taiwan are the only Asian countries to appear in the top 10 publishing in CMPB. A keyword co-occurrences analysis revealed strong co-occurrences for classification, picture archiving and communication system (PACS), heart rate variability, survival analysis and simulation. Keywords analysis for the last decade revealed that machine learning for a variety of healthcare problems (including image processing and analysis) dominated other research fields in CMPB. CONCLUSIONS: It can be concluded that CMPB is a world-renowned publication outlet for biomedical researchers which has been growing in a number of publications since 1970. The analysis also conclude that the journal is very international with publications from all over the world although today European countries are the most productive ones.
背景与目的：《计算机方法与程序在生物医学中的应用》（CMPB）是一本国际领先的期刊，发表了有关计算方法及其在生物医学研究中的应用的进展。该期刊于 1970 年首次出版。2020 年，该期刊庆祝创刊 50 周年。受此事件启发，本文对该期刊 1970 年至 2017 年期间的出版物进行了文献计量分析。
方法：本研究旨在通过分析最具引用价值的论文、关键词、作者、机构和国家，确定期刊中的主要趋势。为此，研究使用了 Web of Science 核心集数据库。此外，本工作还使用可视化相似性（VOS）查看器软件对文献信息进行了图形映射，以分析文献耦合、共引和关键词共现。
结果：CMPB 被确定为生物医学研究人员的领先和核心期刊。该期刊与 IEEE Transactions on Biomedical Engineering 和 IEEE Transactions on Medical Imaging 紧密相关。Wang、Jacques 和 Zheng（1995 年出版）的论文是该期刊最具引用价值的文献。该期刊的顶级作者是 James Geoffrey Chase，而顶级贡献机构是瑞典的 Uppsala U。CMPB 的大部分论文来自美国，其次是英国和意大利。中国和中国台湾是唯一出现在 CMPB 前 10 名出版国家/地区的亚洲国家。关键词共现分析显示，分类、影像归档与通讯系统（PACS）、心率变异性、生存分析和模拟有很强的共现关系。对过去十年的关键词分析表明，机器学习在各种医疗保健问题（包括图像处理和分析）方面的应用主导了 CMPB 的其他研究领域。
结论：可以得出结论，CMPB 是生物医学研究人员的知名国际出版刊物，自 1970 年以来，其出版物数量不断增加。该分析还表明，该期刊具有很强的国际性，其出版物来自世界各地，尽管今天欧洲国家是最具生产力的国家。
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