一个关于癌症风险因素的图书统计分析.
1Science of Learning in Education Centre, National Institute of Education, Nanyang Technological University, Singapore.
Genes, chromosomes & cancer
|January 21, 2025
概括
这项研究使用先进的R编程来识别主要的癌症风险因素,用于参考资料分析. 它将因素分为环境和遗传,增强癌症研究和预防策略.
科学领域:
- 在瘤学瘤学.
- 流行病学 流行病学
- 图书统计学 图书统计学
背景情况:
- 癌症的高死亡率需要识别风险因素.
- 流行病学和癌症研究需要强大的风险因素识别方法.
研究的目的:
- 通过参考文献分析,识别关键的癌症风险因素及其潜在机制.
- 为了比较一个新的基于R的文献计量方法与传统的工具.
主要方法:
- 从科学网络的1000篇文章的图书统计分析.
- 使用R编程 (tidytext,整洁工具) 来进行数据分析.
- 分析了出版物数量,频率和关键字的共同出现.
主要成果:
- 确定了关键的外源性 (环境,生活方式) 和内源性 (遗传,激素) 癌症风险因素.
- 证明了基于R的文献计量方法在全面分析中的优越性.
结论:
- 该研究提供了关于癌症风险因素及其机制的全面概述.
- 新的基于R的文献计量方法为癌症研究提供了增强的能力.
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