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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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Bibliografiske detaljer
Udgivet i:Sci Rep
Main Authors: Leibig, Christian, Allken, Vaneeda, Ayhan, Murat Seçkin, Berens, Philipp, Wahl, Siegfried
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2017
Fag:
Online adgang: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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