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人工智能心电分析技术在临床诊疗中的应用进展.

Authors :
耿世佳
周杨
徐伟伦
刘兴鹏
洪申达
Source :
Journal of Practical Electrocardiology. 2023, Vol. 32 Issue 1, p15-21. 7p.
Publication Year :
2023

Abstract

In an order of the abstract structure of the human body from inside to outside, this paper lists the state-of-the-art research advances of artificial intelligence (AI) especially deep neural network in ECG analysis from aspects of electrical conduction system and the structure of the heart ( including heart valves, myocardium, coronary arteries, etc. ), other systems out of the heart, ect. This paper introduces the application of AI-enabled ECG analysis technology in identifying arhythmias, electrolyte disturbances, valvular heart disease, coronary heart disease, and diseases of the circulation system and digestive system. This paper also covers its innovative application in the field of personal identification, and how to use AI technologies such as transfer learning in practical research. This paper is aimed to promote more cross-field cooperations, explore deep values of ECG, and help to realize the screening, diagnosis and treatment of multi-system diseases. [ABSTRACT FROM AUTHOR]

Details

Language :
Chinese
ISSN :
20959354
Volume :
32
Issue :
1
Database :
Academic Search Index
Journal :
Journal of Practical Electrocardiology
Publication Type :
Academic Journal
Accession number :
162925278
Full Text :
https://doi.org/10.13308/j.issn.2095-9354.2023.01.003