全球放射学研究的趋势和热点:图书识别分析
Minghui Zhang1, Yan Wang1, Mutian Lv2
1Department of Ultrasound, The First Hospital of China Medical University, Shenyang, P. R. China.
Technology in cancer research & treatment
|March 11, 2024
概括
放射学研究正在迅速推进,中国的出版物领先. 未来的方向包括深度学习和多模式模型,用于增强成像分析和医学洞察力.
科学领域:
- 无线电学 (Radiomics) 是一种放射学.
- 图书识别分析 图书识别分析
- 医疗成像医学成像
背景情况:
- 放射学涉及从医学图像中提取定量特征.
- 该领域自2012年以来出现了显著的增长.
- 了解研究趋势对于未来的发展至关重要.
研究的目的:
- 为了绘制放射学研究的知识结构.
- 确定新兴趋势和关键研究重点.
- 为了提供该领域的文献统计概述.
主要方法:
- 对6428个放射学出版物的图书统计分析 (2012-2022年).
- 使用VOSviewer,CiteSpace,Tableau,Excel和Rstudio进行数据分析.
- 分析了共同作者,共同引用和关键字的共同出现.
主要成果:
- 自2012年以来,放射学研究显示了持续的增长.
- 中国是放射学出版物领域的领先国家.
- 未来的主要研究方向包括深度学习,名图,超声波,F-18-FDG,机器学习,COVID-19和放射遗传学.
结论:
- 放射学是一个充满活力的领域,具有巨大的未来潜力.
- 建议加强国际和机构合作.
- 未来的研究很可能会集中在深度学习和多式联络融合模型上.
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