Department of Radiology and Medical Imaging Research Institute, Huaihe Hospital of Henan University, Kaifeng, Henan, China.
Department of Breast and Thyroid Surgery, Huaihe Hospital of Henan University, Kaifeng, Henan, China.
Medicine (Baltimore). 2024 Apr 12;103(15):e37827. doi: 10.1097/MD.0000000000037827.
BACKGROUND: Radiomics has shown great potential in the clinical field of colorectal cancer (CRC). However, few bibliometric studies have systematically analyzed existing research in this field. The purpose of this study is to understand the current research status and future development directions of CRC. METHODS: Search the English documents on the application of radiomics in the field of CRC research included in the Web of Science Core Collection from its establishment to October 2023. VOSviewer and CiteSpace software were used to conduct bibliometric and visual analysis of online publications related to countries/regions, authors, journals, references, and keywords in this field. RESULTS: A total of 735 relevant documents published from Web of Science Core Collection to October 2023 were retrieved, and a total of 419 documents were obtained based on the screening criteria, including 376 articles and 43 reviews. The number of publications is increasing year by year. Among them, China publishes the most relevant documents (n = 238), which is much higher than Italy (n = 69) and the United States (n = 63). Tian Jie is the author with the most publications and citations (n = 17, citations = 2128), GE Healthcare is the most productive institution (n = 26), Frontiers in Oncology is the journal with the most publications (n = 60), and European Radiology is the most cited journal (n = 776). Hot spots for the application of radiomics in CRC include magnetic resonance, neoadjuvant chemoradiotherapy, survival, texture analysis, and machine learning. These directions are the current hot spots for the application of radiomics research in CRC and may be the direction of continued development in the future. CONCLUSION: Through bibliometric analysis, the application of radiomics in CRC has been increasing year by year. The application of radiomics improves the accuracy of preoperative diagnosis, prediction, and prognosis of CRC. The results of bibliometrics analysis provide a valuable reference for the research direction of radiomics. However, radiomics still faces many challenges in the future, such as the single nature of the data source which may affect the comprehensiveness of the results. Future studies can further expand the data sources and build a multicenter public database to more comprehensively reflect the research status and development trend of CRC radiomics.
背景：放射组学在结直肠癌（CRC）的临床领域显示出巨大潜力。然而，很少有文献计量学研究系统地分析了该领域现有的研究。本研究的目的是了解 CRC 的当前研究现状和未来发展方向。
方法：从 Web of Science 核心合集建立到 2023 年 10 月，搜索关于放射组学在 CRC 研究领域应用的英文文献。使用 VOSviewer 和 CiteSpace 软件对该领域的国家/地区、作者、期刊、参考文献和关键词的在线出版物进行文献计量和可视化分析。
结果：共检索到 2023 年 10 月从 Web of Science 核心合集发表的相关文献 735 篇，根据筛选标准共获得 419 篇文献，其中包括 376 篇文章和 43 篇综述。出版物数量呈逐年增加趋势。其中，中国发表的相关文献最多（n=238），远高于意大利（n=69）和美国（n=63）。发表文献和被引次数最多的作者是 Tian Jie（n=17，被引次数 2128），发文最多的机构是 GE Healthcare（n=26），发文最多的期刊是 Frontiers in Oncology（n=60），被引次数最多的期刊是 European Radiology（n=776）。放射组学在 CRC 中的应用热点包括磁共振、新辅助放化疗、生存、纹理分析和机器学习。这些方向是放射组学在 CRC 研究中的当前热点，可能是未来继续发展的方向。
结论：通过文献计量学分析，放射组学在 CRC 中的应用逐年增加。放射组学的应用提高了 CRC 术前诊断、预测和预后的准确性。文献计量学分析的结果为放射组学的研究方向提供了有价值的参考。然而，放射组学在未来仍面临许多挑战，例如数据源的单一性可能会影响结果的全面性。未来的研究可以进一步扩展数据源并构建一个多中心公共数据库，以更全面地反映 CRC 放射组学的研究现状和发展趋势。
Medicine (Baltimore). 2024-4-12
Front Oncol. 2023-9-12
Front Cell Infect Microbiol. 2022
Quant Imaging Med Surg. 2024-7-1
Front Biosci (Landmark Ed). 2022-8-31
Cancer Imaging. 2024-7-4
Technol Cancer Res Treat. 2024
Zotero 插件
