Fed-CL- an atrial fibrillation prediction system using ECG signals employing federated learning mechanism
Abstract Deep learning has shown great promise in predicting Atrial Fibrillation using ECG signals and other vital signs. However, a major hurdle lies in the privacy concerns surrounding these datasets, which often contain sensitive patient information. Balancing accurate AFib prediction with robust...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2024-09-01
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| Series: | Scientific Reports |
| Online Access: | https://doi.org/10.1038/s41598-024-71366-7 |
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