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Visualizing complex feature interactions and feature sharing in genomic deep neural networks

BACKGROUND: Visualization tools for deep learning models typically focus on discovering key input features without considering how such low level features are combined in intermediate layers to make decisions. Moreover, many of these methods examine a network’s response to specific input examples th...

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Détails bibliographiques
Publié dans:BMC Bioinformatics
Auteurs principaux: Liu, Ge, Zeng, Haoyang, Gifford, David K.
Format: Artigo
Langue:Inglês
Publié: BioMed Central 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6642501/
https://ncbi.nlm.nih.gov/pubmed/31324140
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-019-2957-4
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