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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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Shranjeno v:
Bibliografske podrobnosti
izdano v:Bioinformatics
Main Authors: Liu, Yi, Barr, Kenneth, Reinitz, John
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2020
Teme:
Online dostop: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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