Design and technical validation to generate a synthetic 12-lead electrocardiogram dataset to promote artificial intelligence research

PURPOSE: The purpose of this study is to construct a synthetic dataset of ECG signal that overcomes the sensitivity of personal information and the complexity of disclosure policies. METHODS: The public dataset was constructed by generating synthetic data based on the deep learning model using a con...

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Detalles Bibliográficos
Autores principales: Yoo, Hakje, Moon, Jose, Kim, Jong-Ho, Joo, Hyung Joon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10468461/
https://www.ncbi.nlm.nih.gov/pubmed/37662618
http://dx.doi.org/10.1007/s13755-023-00241-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10468461/
https://www.ncbi.nlm.nih.gov/pubmed/37662618
http://dx.doi.org/10.1007/s13755-023-00241-y

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