Cargando…
DEEPre: sequence-based enzyme EC number prediction by deep learning
MOTIVATION: Annotation of enzyme function has a broad range of applications, such as metagenomics, industrial biotechnology, and diagnosis of enzyme deficiency-caused diseases. However, the time and resource required make it prohibitively expensive to experimentally determine the function of every e...
Autores principales: | Li, Yu, Wang, Sheng, Umarov, Ramzan, Xie, Bingqing, Fan, Ming, Li, Lihua, Gao, Xin |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6030869/ https://www.ncbi.nlm.nih.gov/pubmed/29069344 http://dx.doi.org/10.1093/bioinformatics/btx680 |
Ejemplares similares
-
mlDEEPre: Multi-Functional Enzyme Function Prediction With Hierarchical Multi-Label Deep Learning
por: Zou, Zhenzhen, et al.
Publicado: (2019) -
DeepRes: a new deep-learning- and aspect-based local resolution method for electron-microscopy maps
por: Ramírez-Aportela, Erney, et al.
Publicado: (2019) -
DEEPred: Automated Protein Function Prediction with Multi-task Feed-forward Deep Neural Networks
por: Sureyya Rifaioglu, Ahmet, et al.
Publicado: (2019) -
HMD-ARG: hierarchical multi-task deep learning for annotating antibiotic resistance genes
por: Li, Yu, et al.
Publicado: (2021) -
Recognition of prokaryotic and eukaryotic promoters using convolutional deep learning neural networks
por: Umarov, Ramzan Kh., et al.
Publicado: (2017)