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Predicting gene expression from histone modifications with self-attention based neural networks and transfer learning

It is well known that histone modifications play an important part in various chromatin-dependent processes such as DNA replication, repair, and transcription. Using computational models to predict gene expression based on histone modifications has been intensively studied. However, the accuracy of...

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Detalles Bibliográficos
Autores principales: Chen, Yuchi, Xie, Minzhu, Wen, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797047/
https://www.ncbi.nlm.nih.gov/pubmed/36588793
http://dx.doi.org/10.3389/fgene.2022.1081842