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DeepCAC: a deep learning approach on DNA transcription factors classification based on multi-head self-attention and concatenate convolutional neural network

Understanding gene expression processes necessitates the accurate classification and identification of transcription factors, which is supported by high-throughput sequencing technologies. However, these techniques suffer from inherent limitations such as time consumption and high costs. To address...

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Detalles Bibliográficos
Autores principales: Zhang, Jidong, Liu, Bo, Wu, Jiahui, Wang, Zhihan, Li, Jianqiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10506269/
https://www.ncbi.nlm.nih.gov/pubmed/37723425
http://dx.doi.org/10.1186/s12859-023-05469-9