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轻度认知障碍的成像诊断:一个图书识别分析 (1999-2024)
Jianan Xie1,2,3, Shuya Li4,5, Kuncheng Li5,6
1Institute of Medical Imaging, Longgang District Maternity & Child Healthcare Hospital of Shenzhen City (Affiliated Shenzhen Women and Children's Hospital (Longgang) of Shantou University Medical College), Shantou University Medical College, Shenzhen, China.
Brain and behavior
|December 23, 2025
概括
对轻度认知障碍 (MCI) 的成像诊断的研究正在迅速增长,人工智能和多式成像正在成为早期检测和个性化医学的关键趋势.
科学领域:
- 神经成像是一种神经成像.
- 图书统计学 图书统计学
- 人工智能的人工智能
背景情况:
- 轻度认知障碍 (MCI) 诊断对于早期发现阿尔茨海默病 (AD) 至关重要.
- 成像在识别MCI和相关痴呆症方面发挥着至关重要的作用.
研究的目的:
- 对MCI成像诊断的全球研究进行文献计量分析.
- 确定该领域的关键趋势,贡献者和新兴主题.
主要方法:
- 从Web of Science核心收藏中对7568个英语出版物的图书统计分析 (1999-2024年).
- 使用VOSviewer,CiteSpace和R-bibliometrix进行网络,协作和趋势分析.
主要成果:
- 在MCI成像研究方面,每年显著增长 (22.27%),到2024年达到顶峰.
- 美国在生产率方面领先;确定了关键机构和作者.
- 四个主要研究主题:网络,生物标志物,结构成像/人工智能和指导方针.
- 新兴趋势包括人工智能 (机器学习,深度学习) 和多式联络成像.
结论:
- 图书识别分析揭示了MCI成像领域不断变化的研究格局.
- 人工智能集成推动了MCI的精确诊断和个性化医疗.
- 进展有望改善早期检测,风险分层和治疗干预措施.
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