Explaining deep neural networks for knowledge discovery in electrocardiogram analysis

Deep learning-based tools may annotate and interpret medical data more quickly, consistently, and accurately than medical doctors. However, as medical doctors are ultimately responsible for clinical decision-making, any deep learning-based prediction should be accompanied by an explanation that a hu...

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Detalles Bibliográficos
Autores principales: Hicks, Steven A., Isaksen, Jonas L., Thambawita, Vajira, Ghouse, Jonas, Ahlberg, Gustav, Linneberg, Allan, Grarup, Niels, Strümke, Inga, Ellervik, Christina, Olesen, Morten Salling, Hansen, Torben, Graff, Claus, Holstein-Rathlou, Niels-Henrik, Halvorsen, Pål, Maleckar, Mary M., Riegler, Michael A., Kanters, Jørgen K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8154909/
https://www.ncbi.nlm.nih.gov/pubmed/34040033
http://dx.doi.org/10.1038/s41598-021-90285-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8154909/
https://www.ncbi.nlm.nih.gov/pubmed/34040033
http://dx.doi.org/10.1038/s41598-021-90285-5

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