Development of a sleep apnea syndrome monitoring model using transfer learning with ECG signals

FAN Minghui; XIE Jincheng; WANG Lianghong; ZHANG Xiling; WANG Xinkang

doi:10.13308/j.issn.2097-5716.2025.03.002

Practical Electrocardiology and Clinical Treatment, Volume. 34, Issue 3, 319(2025)

Development of a sleep apnea syndrome monitoring model using transfer learning with ECG signals

FAN Minghui¹, XIE Jincheng¹, WANG Lianghong¹, ZHANG Xiling², and WANG Xinkang^2、*

Author Affiliations

¹College of Physics and Information Engineering, Fuzhou University, Fuzhou Fujian 350108

²Department of Electrocardiographic Diagnosis, Fujian Provincial Hospital Affiliated to Fuzhou University, Fuzhou Fujian 350001, China

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FAN Minghui, XIE Jincheng, WANG Lianghong, ZHANG Xiling, WANG Xinkang. Development of a sleep apnea syndrome monitoring model using transfer learning with ECG signals[J]. Practical Electrocardiology and Clinical Treatment, 2025, 34(3): 319

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Paper Information

Special Issue:

Received: Feb. 27, 2025

Accepted: Aug. 22, 2025

Published Online: Aug. 22, 2025

The Author Email: WANG Xinkang (2891666356@qq.com)

DOI:10.13308/j.issn.2097-5716.2025.03.002

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