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Fully Convolutional Deep Neural Networks with Optimized Hyperparameters for Detection of Shockable and Non-Shockable Rhythms

Deep neural networks (DNN) are state-of-the-art machine learning algorithms that can be learned to self-extract significant features of the electrocardiogram (ECG) and can generally provide high-output diagnostic accuracy if subjected to robust training and optimization on large datasets at high com...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Krasteva, Vessela, Ménétré, Sarah, Didon, Jean-Philippe, Jekova, Irena
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7285174/
https://ncbi.nlm.nih.gov/pubmed/32438582
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20102875
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