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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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Bibliografiske detaljer
Udgivet i:Bioinformatics
Main Authors: Liu, Yi, Barr, Kenneth, Reinitz, John
Format: Artigo
Sprog:Inglês
Udgivet: Oxford University Press 2020
Fag:
Online adgang: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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