Using Machine Learning Algorithms to Determine the Post-COVID State of a Person by Their Rhythmogram

This study introduces a novel method for detecting the post-COVID state using ECG data. By leveraging a convolutional neural network, we identify “cardiospikes” present in the ECG data of individuals who have experienced a COVID-19 infection. With a test sample, we achieve an 87 percent accuracy in...

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Detalles Bibliográficos
Autores principales: Stasenko, Sergey V., Kovalchuk, Andrey V., Eremin, Evgeny V., Drugova, Olga V., Zarechnova, Natalya V., Tsirkova, Maria M., Permyakov, Sergey A., Parin, Sergey B., Polevaya, Sofia A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256087/
https://www.ncbi.nlm.nih.gov/pubmed/37299999
http://dx.doi.org/10.3390/s23115272

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10256087/
https://www.ncbi.nlm.nih.gov/pubmed/37299999
http://dx.doi.org/10.3390/s23115272

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