Anatomical Context Protects Deep Learning from Adversarial Perturbations in Medical Imaging
Deep learning has achieved impressive performance across a variety of tasks, including medical image processing. However, recent research has shown that deep neural networks are susceptible to small adversarial perturbations in the image. We study the impact of such adversarial perturbations in medi...
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Détails bibliographiques
| Publié dans: | Neurocomputing. - 1998. - 379(2020) vom: 28. Feb., Seite 370-378
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| Auteur principal: |
Li, Yi
(Auteur) |
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| Autres auteurs: |
Zhang, Huahong,
Bermudez, Camilo,
Chen, Yifan,
Landman, Bennett A,
Vorobeychik, Yevgeniy |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2020
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| Accès à la collection: | Neurocomputing
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| Sujets: | Journal Article |
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