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Laterality Classification of Fundus Images Using Interpretable Deep Neural Network

In this paper, we aimed to understand and analyze the outputs of a convolutional neural network model that classifies the laterality of fundus images. Our model not only automatizes the classification process, which results in reducing the labors of clinicians, but also highlights the key regions in...

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Detalhes bibliográficos
Publicado no:J Digit Imaging
Main Authors: Jang, Yeonwoo, Son, Jaemin, Park, Kyu Hyung, Park, Sang Jun, Jung, Kyu-Hwan
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6261190/
https://ncbi.nlm.nih.gov/pubmed/29948436
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-018-0099-2
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