人工智能在心脏成像中的作用
Carlotta Onnis1, Marly van Assen2, Emanuele Muscogiuri3
1Translational Laboratory for Cardiothoracic Imaging and Artificial Intelligence, Department of Radiology and Imaging Sciences, Emory University, 100 Woodruff Circle, Atlanta, GA 30322, USA; Department of Radiology, Azienda Ospedaliero Universitaria (A.O.U.), di Cagliari-Polo di Monserrato, SS 554 km 4,500 Monserrato, Cagliari 09042, Italy. Electronic address: https://twitter.com/CarlottaOnnis.
Radiologic clinics of North America
|March 29, 2024
概括
人工智能 (AI) 正在彻底改变医学成像,特别是非侵入性心脏成像. 本综述强调了人工智能在CT和MR成像中的应用,以提高疾病检测和患者预后.
科学领域:
- 医疗成像医学成像
- 人工智能的人工智能
- 心脏病学 心脏病学
背景情况:
- 人工智能 (AI) 显著影响医疗成像,改善采集,后处理和自动化分析.
- 非侵入性心脏成像是人工智能开发和应用的一个关键领域.
- 人工智能集成旨在支持心脏病学中的临床决策.
研究的目的:
- 审查人工智能在心脏成像,特别是CT和MR成像中的主要应用.
- 提供对该领域近期人工智能进步的概述.
- 讨论改善工作流程,疾病检测和预后的现有临床应用.
主要方法:
- 在心脏CT和MR成像中对AI应用的文献综述.
- 分析最近的进展和临床实施情况.
- 专注于人工智能在疾病检测,工作流程优化和患者预后方面的作用.
主要成果:
- 人工智能正在推进心脏成像中的图像采集,后处理和自动化分析.
- 在人工智能驱动的疾病检测和风险分层方面取得了重大进展.
- 临床应用正在出现,以提高诊断准确性和患者管理.
结论:
- 人工智能在非侵入性心脏成像中提供了变革性的潜力.
- 人工智能工具可以改善临床工作流程,疾病检测和心脏病的预后.
- 持续的研究和开发对于实现人工智能的全部临床影响至关重要.
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