人工智能在中风研究中的应用:图书统计分析
Yun Peng1,2, Zhen Zhao1,2, Yutong Rao1,2
1Department of Radiology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China.
Digital health
|March 3, 2025
概括
在中风研究中的人工智能 (AI) 在过去20年里显著增长. 未来的中风人工智能应用可能将重点放在使用机器学习和自然语言处理的早期预测和诊断上.
科学领域:
- 神经科学是一个神经科学.
- 医疗信息学 医疗信息学
- 康复技术 康复技术 康复技术
背景情况:
- 人工智能 (AI) 越来越多地用于中风预测,诊断,评估和康复.
- 目前缺乏关于人工智能在中风研究中的全面定量和定性概述.
研究的目的:
- 在过去二十年中,对人工智能在中风研究中的应用进行了参考文献分析.
- 阐明该领域的研究现状和不断发展的热点.
主要方法:
- 从科学网络核心集合 (2003-2023) 中对4437篇出版物的图书法分析.
- 使用CiteSpace和VOSviewer分析出版趋势,国家/地区合作,机构共同出现和关键词共同出现.
主要成果:
- 观察到年度出版物的持续上升趋势.
- 美国在出版物和顶级机构方面处于领先地位. 关键的研究主题包括康复,机器学习,恢复和上肢功能.
- 新兴热点包括机器学习,自然语言处理和心房的预测.
结论:
- 美国是人工智能在中风研究中的领先贡献者.
- 未来的研究很可能会强调人工智能驱动的预测和使用机器学习,深度学习和自然语言处理快速诊断中风.
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