The Role of Artificial Intelligence in Echocardiography: A Clinical Update

被引:2
|
作者
Aziz, Daniel [1 ]
Maganti, Kameswari [2 ]
Yanamala, Naveena [2 ]
Sengupta, Partho [2 ]
机构
[1] Rutgers Robert Wood Johnson Med Sch, Dept Internal Med, New Brunswick, NJ USA
[2] Rutgers Robert Wood Johnson Med Sch & Univ Hosp, Div Cardiol, 1 Robert Wood Johnson Pl, New Brunswick, NJ 08901 USA
基金
美国国家科学基金会;
关键词
Artificial intelligence in echocardiography; Machine learning in echocardiography; Deep learning for echocardiography; AI in clinical decision support systems; Regulatory frameworks of AI; Legal considerations; for AI in medicine; DILATED CARDIOMYOPATHY; HEART; CHALLENGES; TRIAL; SCORE;
D O I
10.1007/s11886-023-02005-2
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Purpose of review In echocardiography, there has been robust development of artificial intelligence (AI) tools for image recognition, automated measurements, image segmentation, and patient prognostication that has created a monumental shift in the study of AI and machine learning models. However, integrating these measurements into complex disease recognition and therapeutic interventions remains challenging. While the tools have been developed, there is a lack of evidence regarding implementing heterogeneous systems for guiding clinical decision-making and therapeutic action.Recent findings Newer AI modalities have shown concrete positive data in terms of user-guided image acquisition and processing, precise determination of both basic and advanced quantitative echocardiographic features, and the potential to construct predictive models, all with the possibility of seamless integration into clinical decision support systems.Summary AI in echocardiography is a powerful and ever-growing tool with the potential for revolutionary effects on the practice of cardiology. In this review article, we explore the growth of AI and its applications in echocardiography, along with clinical implications and the associated regulatory, legal, and ethical considerations.
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页码:1897 / 1907
页数:11
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