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Risk-Aware Machine Learning Classifier for Skin Lesion Diagnosis
Knowing when a machine learning system is not confident about its prediction is crucial in medical domains where safety is critical. Ideally, a machine learning algorithm should make a prediction only when it is highly certain about its competency, and refer the case to physicians otherwise. In this...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2019
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6723257/ https://www.ncbi.nlm.nih.gov/pubmed/31426482 http://dx.doi.org/10.3390/jcm8081241 |