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Accurate detection of paroxysmal atrial fibrillation with certified-GAN and neural architecture search
This paper presents a novel machine learning framework for detecting PxAF, a pathological characteristic of electrocardiogram (ECG) that can lead to fatal conditions such as heart attack. To enhance the learning process, the framework involves a generative adversarial network (GAN) along with a neur...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Nature Publishing Group UK
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10349064/ https://www.ncbi.nlm.nih.gov/pubmed/37452165 http://dx.doi.org/10.1038/s41598-023-38541-8 |