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在肺癌中探索放射性化学的不断变化的景观:全面的文献识别分析 [2008-2024]

Xing Tang^1,2, Guoyan Bai³, Qing Zhang¹

¹Department of Radiology, Zhongshan Hospital Affiliated of Dalian University, Dalian, China.

Quantitative imaging in medicine and surgery

|December 10, 2025

概括

肺癌研究中的放射学正在迅速发展,经过文献识别分析,揭示了诊断成像和个性化医学的关键趋势. 未来的工作应该集中在标准化方法和整合各种数据,以改善患者护理.

科学领域:

在瘤学瘤学.
医疗成像医学成像
数据科学数据科学数据科学

背景情况:

放射学为肺癌诊断,预后和治疗预测提供了先进的见解,使用高维成像数据进行预测.
这项研究提供了对研究环境和肺癌放射学新兴趋势的文献计量分析.

研究的目的:

综合分析全球关于肺癌放射学研究成果.
确定关键主题,有影响力的贡献者,以及该领域未来的研究方向.

主要方法:

对2008年至2024年间发表的1324篇文章进行了文献计量分析.
数据来源于科学网络核心集合,并使用VOSviewer,CiteSpace和R"Bibliometrix"进行分析.

主要成果:

中国在出版物方面处于领先地位,德克萨斯大学系统是顶级机构.
主要研究主题包括诊断成像,临床结果,瘤生物学和异质性.
新兴的关键词突出显示了"CT图像"",免疫疗法"",预后"和"预测模型".

结论:

放射学对肺癌研究产生了重大影响,特别是在诊断成像和个性化医学方面.
标准化方法和预测模型,以及多模式数据集成,对于未来的进步至关重要.

关键词:

无线电学 (Radiomics) 是一种无线电学.文献计量分析的分析图像成像生物标记物肺癌是一种肺癌.

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