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在先天性心脏病中的人工智能:当前状态和前景
Pei-Ni Jone1, Addison Gearhart2, Howard Lei3
1Section of Pediatric Cardiology, Department of Pediatrics, Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
JACC. Advances
|June 28, 2024
概括
人工智能 (AI) 提供了改善先天性心脏病护理的机会. 然而,人工智能目前在诊断,预后和管理的临床环境中未得到充分利用,这凸显了战略部署的必要性.
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:
- 大数据时代为医疗保健中的人工智能 (AI) 提供了机会.
- 使用人工智能可以优化先天性心脏病 (CHD) 患者的护理.
- 人工智能在临床心脏病诊断,预后和管理方面存在显著的不足.
研究的目的:
- 描述人工智能在先天性心脏病中的现状.
- 审查挑战,并讨论AI在CHD的机会.
- 在CHD中确定基于AI的部署的首要任务.
主要方法:
- 关于人工智能在心脏病中的应用的文献综述.
- 在临床实践中分析当前的AI利用情况.
- 识别人工智能采用障碍和促进者的障碍.
主要成果:
- 人工智能为增强心血管疾病护理提供了潜力,但未得到充分利用.
- 关键的挑战包括数据集成,验证和临床工作流.
- 机会在于预测模型,个性化治疗和改善结果.
结论:
- 战略性AI部署对于推进CHD护理至关重要.
- 应对当前的挑战将释放AI在CHD中的全部潜力.
- 优先考虑人工智能应用程序可以优化心脏病患者的诊断,预后和管理.
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