人工智能心电图的现状和未来
Current Status and Future Prospects of Artificial Intelligence-Assisted Electrocardiogram Diagnosis
罗秋实 1朱红玲 1杨晓云1
作者信息
- 1. 华中科技大学同济医学院附属同济医院(430030)
- 折叠
摘要
心电图(Electrocardiogram,ECG)作为一种辅助检查应用于体检、疾病筛查、病情评估以及术后随访等方方面面.与此同时,近年来人工智能技术逐渐兴起.在这一技术浪潮下,人工智能辅助心电图诊断(Artificial intelligence-enabled Electrocardiogram,AI-ECG)正展现出广泛的应用前景.在这里,我们简要概述人工智能心电图技术在心律失常、心肌缺血和心肌梗死、心血管系统的其他情况以及心血管系统以外情况的应用,并由此讨论相关的研究前景.
Abstract
The electrocardiogram(ECG),as a supplementary examination,is applied in various aspects such as physical examinations,disease screening,condition assessment,and postoperative follow-up.Meanwhile,in recent years,artificial intelligence technology has been gradually on the rise.Under this technological wave,artificial intelligence-assisted electrocardiogram diagnosis(AI-ECG)is showing broad prospects for application.Here,we briefly outline the applications of artificial intelligence in electrocardiography technology in arrhythmias,myocardial ischemia and infarction,other conditions related to the cardiovascular system,as well as situations beyond the cardiovascular system.Subsequently,we discuss the relevant research prospects.
关键词
心血管疾病/心电图/人工智能/卷积神经网络/诊断Key words
Cardiovascular diseases/Electrocardiogram/Artificial intelligence/Convolutional neural network/Diagnosis引用本文复制引用
基金项目
国家自然科学基金青年基金(82100531)
横向项目(2023100)
出版年
2024
NETL
NSTL
万方数据