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Adversarial training and deep k-nearest neighbors improves adversarial defense of glaucoma severity detection
Glaucoma is an eye disease that can cause irreversible blindness to people if not treated properly. Although deep learning models have shown that they can provide good results in identifying diseases from medical imagery, they suffer from the vulnerability of adversarial attacks, making them perform...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Elsevier
2022
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9747606/ https://www.ncbi.nlm.nih.gov/pubmed/36531633 http://dx.doi.org/10.1016/j.heliyon.2022.e12275 |