对心血管成像中人工智能应用的图书统计分析:趋势,影响和新兴研究领域
Abdulhadi Alotaibi1, Rafael Contreras2, Nisarg Thakker2
1Department of Medicine and Surgery, Vision Colleges, Riyadh, Saudi Arabia.
Annals of medicine and surgery (2012)
|April 11, 2025
概括
人工智能 (AI) 正在改变心脏成像,改善诊断和患者护理. 研究表明,人工智能出版物激增,美国领先,并且越来越多地关注心脏病CT和MRI中的AI.
科学领域:
- 心脏病学 心脏病学
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 人工智能 (AI) 正在迅速推进心血管成像.
- 人工智能提高了心血管疾病管理的诊断准确性和效率.
研究的目的:
- 在心脏成像中对AI进行文献分析.
- 评估该领域的研究趋势,影响和学术成果.
主要方法:
- 系统搜索 Web of Science 核心集合.
- 使用VOSviewer,CiteSpace和Biblioshiny.com进行数据分析.
主要成果:
- 从2018年到2023年,出版物显著增加,以美国为首.
- 美国和英国是主要的研究中心;伦敦大学和*心血管医学前沿*是最大的贡献者.
- 关键词包括机器学习,心声学,诊断,CT,MRI,射出分数,风险和心力衰竭.
结论:
- 人工智能工具显示出在心血管成像中提高诊断准确度和患者结果的潜力.
- 医疗保健提供者应该整合人工智能,以改善临床决策和个性化心血管护理.
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