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TSSNote-CyaPromBERT: Development of an integrated platform for highly accurate promoter prediction and visualization of Synechococcus sp. and Synechocystis sp. through a state-of-the-art natural language processing model BERT

Since the introduction of the first transformer model with a unique self-attention mechanism, natural language processing (NLP) models have attained state-of-the-art (SOTA) performance on various tasks. As DNA is the blueprint of life, it can be viewed as an unusual language, with its characteristic...

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Detalles Bibliográficos
Autores principales: Mai, Dung Hoang Anh, Nguyen, Linh Thanh, Lee, Eun Yeol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9745317/
https://www.ncbi.nlm.nih.gov/pubmed/36523764
http://dx.doi.org/10.3389/fgene.2022.1067562