Uncovering and Correcting Shortcut Learning in Machine Learning Models for Skin Cancer Diagnosis
Machine learning models have been successfully applied for analysis of skin images. However, due to the black box nature of such deep learning models, it is difficult to understand their underlying reasoning. This prevents a human from validating whether the model is right for the right reasons. Spu...
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| Principais autores: | , , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
MDPI AG
2021-12-01
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| coleção: | Diagnostics |
| Assuntos: | |
| Acesso em linha: | https://www.mdpi.com/2075-4418/12/1/40 |
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