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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...
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Publicado no: | J Clin Med |
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Main Authors: | , , |
Formato: | Artigo |
Idioma: | Inglês |
Publicado em: |
MDPI
2019
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Assuntos: | |
Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6723257/ https://ncbi.nlm.nih.gov/pubmed/31426482 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/jcm8081241 |
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