心血管疾病中的人工智能:诊断和治疗视角
Xiaoyu Sun1, Yuzhe Yin2, Qiwei Yang3
1National Institute of Hospital Administration, National Health Commission, Beijing, China.
European journal of medical research
|July 20, 2023
概括
人工智能 (AI) 正在通过提高诊断,治疗和结果预测来彻底改变心血管疾病 (CVD) 护理. 本综述探讨了人工智能应用,帮助临床医生采用这些先进的工具,以获得更好的患者结果.
科学领域:
- 心血管医学 心血管医学
- 医疗人工智能 医疗人工智能
- 医疗信息学 医疗信息学
背景情况:
- 人工智能 (AI) 越来越多地融入医疗领域,为数据分析提供先进的功能.
- 心血管疾病 (CVD) 是人工智能有望改善患者护理的一个重要领域.
- 现有的CVD诊断和治疗方法可以通过复杂的AI算法来增强.
研究的目的:
- 审查人工智能在心血管疾病 (CVD) 诊断和治疗中的当前应用.
- 为临床医生提供对心血管医学人工智能的最新进展的理解.
- 促进人工智能算法的临床实施,用于管理各种心血管疾病.
主要方法:
- 审查当前文献和AI在心血管疾病管理中的临床应用.
- 分析AI在诊断,治疗加速,疾病分层和心血管疾病预测结果方面的作用.
- 专注于能够处理复杂的医疗数据和识别微妙模式的AI算法.
主要成果:
- 人工智能在加速各种心血管疾病的诊断和治疗方面显示出巨大的潜力.
- 人工智能应用在临床环境中有效用于CVD诊断,改进辅助工具和预测结果.
- 先进的AI算法可以分析庞大的数据集,发现与心血管健康相关的复杂关系.
结论:
- 人工智能为推进心血管疾病治疗提供了强大的工具,从诊断到预后.
- 本综述旨在弥补临床医生在心血管医学中关于AI的知识差距.
- 在临床实践中实施人工智能有可能显著改善心血管疾病的管理.
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