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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,...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Sci Rep
Egile Nagusiak: Park, Sungjoon, Koh, Yookyung, Jeon, Hwisang, Kim, Hyunjae, Yeo, Yoonsun, Kang, Jaewoo
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Nature Publishing Group UK 2020
Gaiak:
Sarrera elektronikoa: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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