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Response Score of Deep Learning for Out-of-Distribution Sample Detection of Medical Images

Deep learning Convolutional Neural Networks have achieved remarkable performance in a variety of classification tasks. The data-driven nature of deep learning indicates that a model behaves in response to the data used to train the model, and the quality of datasets may lead to substantial influence...

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Detalhes bibliográficos
Publicado no:J Biomed Inform
Main Authors: Gao, Long, Wu, Shandong
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7375014/
https://ncbi.nlm.nih.gov/pubmed/32450299
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2020.103442
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