人工智能心脏回声在资源有限的地区:应用和挑战
Izhan Hamza1, Patricia A Pellikka2, Amer Abdulla3
1Department of Internal Medicine, University of Texas Medical Branch, Galveston, Texas, USA.
Echocardiography (Mount Kisco, N.Y.)
|October 5, 2024
概括
人工智能辅助回声心脏学 (AIE) 在资源有限的地区为心脏成像提供了好处,但面临着数据访问和医生采用等挑战. 实现 AIE 的实现
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) 正在改变心脏成像模式,如心声回声学.
- 在全球范围内,在资源有限的医疗保健环境中,人工智能采用仍然有限.
研究的目的:
- 探索在资源有限的地区实施人工智能辅助心声谱 (AI-aided echocardiography,AIE) 的潜在好处和挑战.
- 确定影响AIE采用及其对医疗保健公平影响的关键因素.
主要方法:
- 早期经验和案例研究的回顾,涉及到人工智能在心声学中的实施.
- 在资源有限的环境中分析AIE的潜在优势和障碍.
主要成果:
- AIE可以增强心声回声图像的获取,解释和患者选.
- 重要挑战包括AI模型开发的有限数据可访问性,医生犹和监管障碍.
结论:
- 人工智能辅助心声回声学有望改善卫生公平性和在服务不足的地区获得先进的心脏成像.
- 克服实施障碍需要大量投资和战略规划,以实现成本节约和广泛采用.
相关概念视频
01:17Imaging Studies for Cardiovascular System I:Echocardiography
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Cardiac imaging studies encompass a wide range of noninvasive and minimally invasive techniques designed to visualize the heart's structure and function in detail. One such technique is echocardiography, which uses high-frequency ultrasound waves to produce detailed images of the heart, known as echocardiograms.
Indications: Echocardiography is utilized to diagnose heart failure, valve disorders, and myocardial infarction. It also assesses cardiac structures' size, shape, and motion,...
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01:20Imaging Studies for Cardiovascular System II:Types of Echocardiography
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Echocardiography plays a role in assessing cardiac health and detecting heart conditions, with various types providing critical insights for diagnosis and treatment.
Types of Echocardiography
Transthoracic Echocardiography (TTE)
TTE is the most common type of echocardiogram which involves placing a transducer on the patient's chest, emitting sound waves to create heart images. TTE is invaluable for evaluating the heart's size, structure, and motion, making it particularly useful for...
Types of Echocardiography
Transthoracic Echocardiography (TTE)
TTE is the most common type of echocardiogram which involves placing a transducer on the patient's chest, emitting sound waves to create heart images. TTE is invaluable for evaluating the heart's size, structure, and motion, making it particularly useful for...
234