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Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks

Deep neural network (DNN) models have recently obtained state-of-the-art prediction accuracy for the transcription factor binding (TFBS) site classification task. However, it remains unclear how these approaches identify meaningful DNA sequence signals and give insights as to why TFs bind to certain...

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Detalhes bibliográficos
Publicado no:Pac Symp Biocomput
Main Authors: Lanchantin, Jack, Singh, Ritambhara, Wang, Beilun, Qi, Yanjun
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5787355/
https://ncbi.nlm.nih.gov/pubmed/27896980
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1142/9789813207813_0025
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