Soffer Shelly, Klang Eyal, Tau Noam, Zemet Roni, Ben-Horin Shomron, Barash Yiftach, Kopylov Uri
Shelly Soffer Department of Diagnostic Imaging, Sheba Medical Center, Tel Hashomer, Israel.
Department of Diagnostic Imaging, Sheba Medical Center, Tel Hashomer, Israel.
Therap Adv Gastroenterol. 2020 Jul 20;13:1756284820941153. doi: 10.1177/1756284820941153. eCollection 2020.
There is a growing research effort in the field of colorectal cancer (CRC) screening, with varying topics and shifting research foci over the years. The aim of this study was to apply a text-mining technique to evaluate trends in publications for CRC screening in the last 25 years.
We retrieved MEDLINE/PubMed datasets from 1992-2017. We selected keywords from Medical Subject Headings to include CRC screening related publications. For each article, we extracted the following data: title, journal, publication date, abstract, article type, citation frequency, and country of origin. Articles were categorized into topics using word combination and title match technique.
In 1992-2017, 14,119 CRC screening related papers were published. The US had the highest number of papers ( = 4824) and China had the highest growth rate in publications. Overall, the most researched topic was "screening and surveillance programs" (38%). The topics of "quality assurance" ( = 0.87) and "racial disparities" ( = 0.91) have gained increased research attention over the years. In total, 11 of the 20 most cited articles in the field were published in .
The number of publications devoted to CRC screening has grown, with high-quality research reaching top-tier journals. A surge in the number of publications has been increasing in countries previously less involved in research in the field. Screening programs remain the most researched topic, and quality indicators is attracting a growing attention. Text-mining analysis of CRC screening research contributes to an understanding of publication trends and topics and can point to the need for potential future investigations.
在结直肠癌(CRC)筛查领域,研究工作日益增多,多年来研究主题各异,研究重点不断变化。本研究旨在应用文本挖掘技术评估过去25年中CRC筛查相关出版物的趋势。
我们检索了1992 - 2017年的MEDLINE/PubMed数据集。我们从医学主题词中选择关键词,以纳入与CRC筛查相关的出版物。对于每篇文章,我们提取了以下数据:标题、期刊、出版日期、摘要、文章类型、被引频次和原产国。使用词组合和标题匹配技术将文章分类为不同主题。
1992 - 2017年,共发表了14119篇与CRC筛查相关的论文。美国发表的论文数量最多(n = 4824),中国的出版物增长率最高。总体而言,研究最多的主题是“筛查和监测项目”(38%)。“质量保证”(n = 0.87)和“种族差异”(n = 0.91)等主题多年来受到了越来越多的研究关注。该领域被引用最多的20篇文章中,共有11篇发表于……
致力于CRC筛查的出版物数量有所增加,高质量研究发表在顶级期刊上。以前较少参与该领域研究的国家,出版物数量激增。筛查项目仍然是研究最多的主题,质量指标正吸引着越来越多的关注。对CRC筛查研究的文本挖掘分析有助于了解出版趋势和主题,并可指出未来潜在调查的必要性。