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Enhancing the interpretability of transcription factor binding site prediction using attention mechanism

Transcription factors (TFs) regulate the gene expression of their target genes by binding to the regulatory sequences of target genes (e.g., promoters and enhancers). To fully understand gene regulatory mechanisms, it is crucial to decipher the relationships between TFs and DNA sequences. Moreover,...

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Bibliografiska uppgifter
I publikationen:Sci Rep
Huvudupphovsmän: Park, Sungjoon, Koh, Yookyung, Jeon, Hwisang, Kim, Hyunjae, Yeo, Yoonsun, Kang, Jaewoo
Materialtyp: Artigo
Språk:Inglês
Publicerad: Nature Publishing Group UK 2020
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC7414127/
https://ncbi.nlm.nih.gov/pubmed/32770026
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-70218-4
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