Interpretation of convolutional neural networks reveals crucial sequence features involving in transcription during fiber development

BACKGROUND: Upland cotton provides the most natural fiber in the world. During fiber development, the quality and yield of fiber were influenced by gene transcription. Revealing sequence features related to transcription has a profound impact on cotton molecular breeding. We applied convolutional ne...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Shang, Cheng, Hailiang, Ashraf, Javaria, Zhang, Youping, Wang, Qiaolian, Lv, Limin, He, Man, Song, Guoli, Zuo, Dongyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8922751/
https://www.ncbi.nlm.nih.gov/pubmed/35291940
http://dx.doi.org/10.1186/s12859-022-04619-9

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8922751/
https://www.ncbi.nlm.nih.gov/pubmed/35291940
http://dx.doi.org/10.1186/s12859-022-04619-9

Ejemplares similares