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Evaluation of Explainable Deep Learning Methods for Ophthalmic Diagnosis
BACKGROUND: The lack of explanations for the decisions made by deep learning algorithms has hampered their acceptance by the clinical community despite highly accurate results on multiple problems. Attribution methods explaining deep learning models have been tested on medical imaging problems. The...
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| Udgivet i: | Clin Ophthalmol |
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| Main Authors: | , , , , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Dove
2021
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8219310/ https://ncbi.nlm.nih.gov/pubmed/34177258 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2147/OPTH.S312236 |
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