印度研究医疗成像中的生成人工智能:全面的图书识别分析
Raju Vaishya1, Brij Mohan Gupta2, Chaman Sab M3
1Department of Othopaedics and Joint Replacement Surgery, Indraprastha Apollo Hospitals, New Delhi, India.
Journal of clinical imaging science
|February 2, 2026
概括
印度是医疗成像研究中生成人工智能 (GAI) 的重要贡献者,在全球排名第三. 然而,它的研究影响需要改进,以匹配全球引用平均值.
科学领域:
- 图书统计学分析
- 人工智能在医学中的应用
- 医疗保健成像技术 医疗保健成像技术
背景情况:
- 生成型人工智能 (GAI) 正在迅速改变医疗保健成像.
- 了解印度在GAI的研究格局对于医疗成像至关重要.
研究的目的:
- 在医疗成像中对GAI进行印度研究 (2017-2025) 进行全面的文献分析.
- 评估研究成果,引用影响,协作和专题领域.
- 评估印度在这个领域的全球地位.
主要方法:
- 斯科普斯数据库搜索印度相关出版物 (2017-2025年).
- 从383个记录中提取了参考资料数据.
- 使用引用,共同作者和关键词共同出现的方法与VOSviewer进行分析.
主要成果:
- 印度在全球出版量方面排名第三 (383篇论文),增长率为133.2%.
- 印度每篇论文的平均引用次数 (6.55) 显著低于全球平均值 (21.71).
- 会议论文占主导地位,但影响力较低;期刊文章引用率较高. "生成对抗网络"和"医学成像"是关键词.
结论:
- 印度在GAI对医疗保健成像的研究显示出大量的产量增长,使印度成为关键参与者.
- 尽管产量高,但印度的引用影响落后于全球平均水平.
- 提高研究质量,知名度和国际合作对于印度改善其地位至关重要.
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