眼科大数据的研究趋势和热点:图书识别分析和可视化
Jiawei Chen1,2, Xiang-Ling Yuan1,3, Zhimin Liao1,2
1Aier Academy of Ophthalmology, Central South University, Changsha, Hunan Province, P.R. China.
Seminars in ophthalmology
|October 26, 2024
概括
大数据分析正在迅速推进眼科研究. 关键领域包括电子医疗记录和人工智能,用于分析糖尿病视网膜病变,玻璃眼和近视等疾病.
科学领域:
- 医疗保健中的大数据分析.
- 眼科研究趋势眼科研究趋势
背景情况:
- 信息时代已经开启了大数据医疗保健时代.
- 眼科是利用大数据分析的领先医疗领域.
研究的目的:
- 描述眼科大数据的发展状况.
- 为了确定大数据眼科的研究热点.
主要方法:
- 1999-2024年英语文章和评论的系统审查.
- 使用VOSviewer和CiteSpace软件进行分析和可视化.
主要成果:
- 分析了406份文件,自2019年以来出版量迅速增长.
- 美国,印度和中国领导出版物;L.V. 普拉萨德眼科研究所是最有成效的.
- 电子医疗记录和人工智能是关键; 糖尿病视网膜病变,玻璃眼和近视是主要的研究主题.
结论:
- 大数据在眼科中的应用最近显示出显著的增长.
- 大数据将越来越多地影响未来的眼科研究和临床实践.
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