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Fully interpretable deep learning model of transcriptional control

MOTIVATION: The universal expressibility assumption of Deep Neural Networks (DNNs) is the key motivation behind recent worksin the systems biology community to employDNNs to solve important problems in functional genomics and moleculargenetics. Typically, such investigations have taken a ‘black box’...

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Detalhes bibliográficos
Publicado no:Bioinformatics
Main Authors: Liu, Yi, Barr, Kenneth, Reinitz, John
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7355248/
https://ncbi.nlm.nih.gov/pubmed/32657418
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btaa506
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