Robust and generalizable atrial fibrillation detection from ECG using time-frequency fusion and supervised contrastive learning

H Hongtao Li J Jia Wei (State Key Laboratory of Microbial Technology, Jiangsu Collaborative Innovation Center of Biomedical Functional Materials, School of Chemistry and Materials Science, Nanjing Normal University) J Jia Xiao (Guangdong Provincial Key Laboratory of Tumor Interventional Diagnosis and Treatment, Zhuhai Hospital Affiliated with Jinan University) Y Yuanjun Lai M Mingyang Liu S Shuzhen Lv X Xueqiang Ouyang

Article Details

Volume / Issue Vol. 1, Issue 1
Published July 31, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (7)

H

Hongtao Li

J

Jia Wei

State Key Laboratory of Microbial Technology, Jiangsu Collaborative Innovation Center of Biomedical Functional Materials, School of Chemistry and Materials Science, Nanjing Normal University

J

Jia Xiao

Guangdong Provincial Key Laboratory of Tumor Interventional Diagnosis and Treatment, Zhuhai Hospital Affiliated with Jinan University

Y

Yuanjun Lai

M

Mingyang Liu

S

Shuzhen Lv

X

Xueqiang Ouyang