人工智能在预防和检测心血管疾病中的作用
Harris Z Whiteson1, William H Frishman2
1From the New York Medical College, School of Medicine.
Cardiology in review
|October 17, 2023
概括
人工智能 (AI) 和机器学习 (ML) 在心血管医学中显示出有前途的检测,预防和治疗. 这些技术可以提高心血管保健的准确性,效率和公平性.
科学领域:
- 心脏病学 心脏病学
- 医疗信息学 医疗信息学
- 人工智能的人工智能
背景情况:
- 人工智能 (AI) 和机器学习 (ML) 有着悠久的历史,但正在临床医学中出现.
- 尽管有AI/ML的潜力,但缺乏医学中完全建立和监管的利基市场.
- 心血管医学正在探索AI/ML用于诊断和治疗.
研究的目的:
- 分析AI和ML在心血管疾病 (CVD) 检测,预防和治疗中的潜在应用.
- 探索人工智能如何提高心血管保健中的公平性.
- 讨论在心血管医学中实施AI的预防措施.
主要方法:
- 对心血管医学中AI和ML的当前文献的综述.
- 对AI/ML与人类诊断的比较性能进行分析.
- 探索AI/ML在各种心血管医学技术和预测测量的作用.
主要成果:
- 在心血管应用中,AI和ML已经证明了准确的结果.
- 使用AI/ML已经显示出为医疗保健提供者节省时间的潜力.
- 人工智能/ML可能会扩大患者群体的覆盖范围.
结论:
- 人工智能和机器学习为推进心血管医学提供了巨大的潜力.
- 需要进一步的研究才能充分理解AI/ML在心脏病学中的范围和影响.
- 仔细考虑预防措施对于在心血管保健中负责任地实施AI至关重要.
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