K-B2S+: A one-dimensional CNN model for AF detection with short single-lead ECG waves from wearable devices
-
Published:2024-05
Issue:
Volume:
Page:
-
ISSN:2352-8648
-
Container-title:Digital Communications and Networks
-
language:en
-
Short-container-title:Digital Communications and Networks
Author:
Fang Bo, Yu Zhaocheng, Zhang Li-bo, Teng Yue, Chen JunxinORCID
Reference43 articles.
1. F. Melgani, Y. Bazi, Classification of electrocardiogram signals with support vector machines and particle swarm optimization, IEEE Transactions on Information Technology in Biomedicine 12 (5) (2008) 667–677. 2. J. Chen, Z. Guo, X. Xu, L.-b. Zhang, Y. Teng, Y. Chen, M. Woźniak, W. Wang, A robust deep learning framework based on spectrograms for heart sound classification, IEEE/ACM Transactions on Computational Biology and Bioinformatics (2023) 1–12. 3. J. Chen, S. Sun, L.-b. Zhang, B. Yang, W. Wang, Compressed sensing framework for heart sound acquisition in internet of medical things, IEEE Transactions on Industrial Informatics 18 (3) (2021) 2000–2009. 4. L. Fauchier, O. Villejoubert, N. Clementy, A. Bernard, B. Pierre, D. Angoulvant, F. Ivanes, D. Babuty, G. Y. Lip, Causes of death and influencing factors in patients with atrial fibrillation, The American journal of medicine 129 (12) (2016) 1278–1287. 5. W. Wang, X. Yu, B. Fang, Y. Zhao, Y. Chen, W. Wei, J. Chen, Cross-modality LGE-CMR segmentation using image-to-image translation based data augmentation, IEEE/ACM Transactions on Computational Biology and Bioinformatics 20 (4) (2023) 2367–2375.
|
|