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Leveraging uncertainty information from deep neural networks for disease detection

Deep learning (DL) has revolutionized the field of computer vision and image processing. In medical imaging, algorithmic solutions based on DL have been shown to achieve high performance on tasks that previously required medical experts. However, DL-based solutions for disease detection have been pr...

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Detalles Bibliográficos
Publicado en:Sci Rep
Main Authors: Leibig, Christian, Allken, Vaneeda, Ayhan, Murat Seçkin, Berens, Philipp, Wahl, Siegfried
Formato: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group UK 2017
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC5736701/
https://ncbi.nlm.nih.gov/pubmed/29259224
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-017-17876-z
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