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Interpretation and Visualization Techniques for Deep Learning Models in Medical Imaging

Deep learning approaches to medical image analysis tasks have recently become popular; however, they suffer from a lack of human interpretability critical for both increasing understanding of the methods’ operation and enabling clinical translation. This review summarizes currently available methods...

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Detalhes bibliográficos
Publicado no:Phys Med Biol
Main Authors: Huff, Daniel T., Weisman, Amy J., Jeraj, Robert
Formato: Artigo
Idioma:Inglês
Publicado em: 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8236074/
https://ncbi.nlm.nih.gov/pubmed/33227719
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/1361-6560/abcd17
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