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...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | Neurocomputing. - 1998. - 379(2020) vom: 28. Feb., Seite 370-378
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| 1. Verfasser: |
Li, Yi
(VerfasserIn) |
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| Weitere Verfasser: |
Zhang, Huahong,
Bermudez, Camilo,
Chen, Yifan,
Landman, Bennett A,
Vorobeychik, Yevgeniy |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2020
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| Zugriff auf das übergeordnete Werk: | Neurocomputing
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| Schlagworte: | Journal Article |
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