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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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Publicat a:Sci Rep
Autors principals: Leibig, Christian, Allken, Vaneeda, Ayhan, Murat Seçkin, Berens, Philipp, Wahl, Siegfried
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group UK 2017
Matèries:
Accés en línia: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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