Usefulness of Heat Map Explanations for Deep-Learning-Based Electrocardiogram Analysis

Deep neural networks are complex machine learning models that have shown promising results in analyzing high-dimensional data such as those collected from medical examinations. Such models have the potential to provide fast and accurate medical diagnoses. However, the high complexity makes deep neur...

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Detalles Bibliográficos
Autores principales: Storås, Andrea M., Andersen, Ole Emil, Lockhart, Sam, Thielemann, Roman, Gnesin, Filip, Thambawita, Vajira, Hicks, Steven A., Kanters, Jørgen K., Strümke, Inga, Halvorsen, Pål, Riegler, Michael A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10378376/
https://www.ncbi.nlm.nih.gov/pubmed/37510089
http://dx.doi.org/10.3390/diagnostics13142345

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10378376/
https://www.ncbi.nlm.nih.gov/pubmed/37510089
http://dx.doi.org/10.3390/diagnostics13142345

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