Qiang-Qiang Fu, Le Ma, Xiao-Min Niu, Hua-Xin Zhao, Xu-Hua Ge, Hua Jin, De-Hua Yu, Sen Yang
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The methods included data synthesis, network analysis, and visualization of international collaboration networks.\n RESULTS\n This analysis of 1371 articles on GN risk assessment revealed a notable evolution in terms of research focus and collaboration. It highlights the United States' critical role in advancing this field, with significant contributions from institutions such as Brigham and Women's Hospital and the National Cancer Institute. The last five years, substantial advancements have been made, representing nearly 45% of the examined literature. Publication rates have dramatically increased, from 20 articles in 2002 to 112 in 2022, reflecting intensified research efforts. This study underscores a growing trend toward interdisciplinary and international collaboration, with the Journal of Clinical Oncology standing out as a key publication outlet. This shift toward more comprehensive and collaborative research methods marks a significant step in addressing GN risks.\n CONCLUSION\n This study underscores advancements in GN risk assessment through genetic analyses and machine learning and reveals significant geographical disparities in research emphasis. 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引用次数: 0
摘要
背景 胃肠道肿瘤(GN)对全球癌症负担和死亡率产生重大影响,因此必须及早发现和治疗。了解该领域研究的发展和现状至关重要。目的 对 1984 年至 2022 年期间的出版物进行全面的文献计量分析,以阐明 GN 风险评估研究的趋势和热点,重点关注主要贡献者、机构和主题演变。方法 本研究使用 "bibliometrix "R 软件包、VOSviewer 和 CiteSpace 对来自 Web of Science Core Collection 数据库的数据进行了文献计量分析。分析的重点是出版物的分布、各机构和国家的贡献以及关键词的趋势。分析方法包括数据综合、网络分析和国际合作网络可视化。结果 对 1371 篇有关全球核风险评估的文章进行的分析表明,在研究重点和合作方面发生了显著的变化。它凸显了美国在推动这一领域发展中的关键作用,布里格姆妇女医院和国家癌症研究所等机构做出了重大贡献。在过去的五年中,该领域取得了长足的进步,占已审查文献的近 45%。论文发表率大幅提高,从 2002 年的 20 篇增加到 2022 年的 112 篇,反映了研究工作的加强。这项研究强调了跨学科和国际合作日益增长的趋势,而《临床肿瘤学杂志》则是重要的发表渠道。这种向更全面、更合作的研究方法转变,标志着在应对全球肿瘤风险方面迈出了重要一步。结论 本研究强调了通过基因分析和机器学习进行 GN 风险评估的进展,并揭示了研究重点在地域上的显著差异。这就要求加强全球合作并整合人工智能,以提高癌症预防和治疗的准确性,最终改善全球范围内的患者护理。
Trends and hotspots in gastrointestinal neoplasms risk assessment: A bibliometric analysis from 1984 to 2022
BACKGROUND
Gastrointestinal neoplasm (GN) significantly impact the global cancer burden and mortality, necessitating early detection and treatment. Understanding the evolution and current state of research in this field is vital.
AIM
To conducts a comprehensive bibliometric analysis of publications from 1984 to 2022 to elucidate the trends and hotspots in the GN risk assessment research, focusing on key contributors, institutions, and thematic evolution.
METHODS
This study conducted a bibliometric analysis of data from the Web of Science Core Collection database using the "bibliometrix" R package, VOSviewer, and CiteSpace. The analysis focused on the distribution of publications, contributions by institutions and countries, and trends in keywords. The methods included data synthesis, network analysis, and visualization of international collaboration networks.
RESULTS
This analysis of 1371 articles on GN risk assessment revealed a notable evolution in terms of research focus and collaboration. It highlights the United States' critical role in advancing this field, with significant contributions from institutions such as Brigham and Women's Hospital and the National Cancer Institute. The last five years, substantial advancements have been made, representing nearly 45% of the examined literature. Publication rates have dramatically increased, from 20 articles in 2002 to 112 in 2022, reflecting intensified research efforts. This study underscores a growing trend toward interdisciplinary and international collaboration, with the Journal of Clinical Oncology standing out as a key publication outlet. This shift toward more comprehensive and collaborative research methods marks a significant step in addressing GN risks.
CONCLUSION
This study underscores advancements in GN risk assessment through genetic analyses and machine learning and reveals significant geographical disparities in research emphasis. This calls for enhanced global collaboration and integration of artificial intelligence to improve cancer prevention and treatment accuracy, ultimately enhancing worldwide patient care.
期刊介绍:
The World Journal of Gastrointestinal Oncology (WJGO) is a leading academic journal devoted to reporting the latest, cutting-edge research progress and findings of basic research and clinical practice in the field of gastrointestinal oncology.