Quantifying deep neural network uncertainty for atrial fibrillation detection with limited labels

Atrial fibrillation (AF) is the most common arrhythmia found in the intensive care unit (ICU), and is associated with many adverse outcomes. Effective handling of AF and similar arrhythmias is a vital part of modern critical care, but obtaining knowledge about both disease burden and effective inter...

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Detalles Bibliográficos
Autores principales: Chen, Brian, Javadi, Golara, Hamilton, Alexander, Sibley, Stephanie, Laird, Philip, Abolmaesumi, Purang, Maslove, David, Mousavi, Parvin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9684456/
https://www.ncbi.nlm.nih.gov/pubmed/36418604
http://dx.doi.org/10.1038/s41598-022-24574-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9684456/
https://www.ncbi.nlm.nih.gov/pubmed/36418604
http://dx.doi.org/10.1038/s41598-022-24574-y

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