Detection of Sleep Apnea from Single-Lead ECG: Comparison of Deep Learning Algorithms

Author:

Bahrami Mahsa,Forouzanfar Mohamad

Funder

Natural Sciences and Engineering Research Council of Canada

Publisher

IEEE

Cited by 32 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Comparison of deep transfer learning models to detect obstructive sleep apnea with single-channel electrocardiogram;Intelligent Computing Techniques in Biomedical Imaging;2025

2. MPCNN: A Novel Matrix Profile Approach for CNN-based Single Lead Sleep Apnea in Classification Problem;IEEE Journal of Biomedical and Health Informatics;2024-08

3. MSAF-Transformer: A Multi-scale attentive feature network for sleep apnea prediction based on single lead ECG signal;2024 IEEE 6th Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC);2024-05-24

4. A Sleep Apnea Detection Methodology Based on SE-ResNeXt Model Using Single-Lead ECG;Journal of Biomimetics, Biomaterials and Biomedical Engineering;2024-04-10

5. Sleep Apnea Detection from Single-Lead ECG: A Comprehensive Analysis of Machine Learning and Deep Learning Algorithms;International Journal of Advanced Research in Science, Communication and Technology;2024-04-09

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