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Confounder-Aware Visualization of ConvNets

With recent advances in deep learning, neuroimaging studies increasingly rely on convolutional networks (ConvNets) to predict diagnosis based on MR images. To gain a better understanding of how a disease impacts the brain, the studies visualize the salience maps of the ConvNet highlighting voxels wi...

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Detalles Bibliográficos
Publicado en:Mach Learn Med Imaging
Main Authors: Zhao, Qingyu, Adeli, Ehsan, Pfefferbaum, Adolf, Sullivan, Edith V., Pohl, Kilian M.
Formato: Artigo
Idioma:Inglês
Publicado: 2019
Assuntos:
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7297409/
https://ncbi.nlm.nih.gov/pubmed/32549051
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-32692-0_38
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