Cargando…
iEnhancer-GAN: A Deep Learning Framework in Combination with Word Embedding and Sequence Generative Adversarial Net to Identify Enhancers and Their Strength
As critical components of DNA, enhancers can efficiently and specifically manipulate the spatial and temporal regulation of gene transcription. Malfunction or dysregulation of enhancers is implicated in a slew of human pathology. Therefore, identifying enhancers and their strength may provide insigh...
Autores principales: | Yang, Runtao, Wu, Feng, Zhang, Chengjin, Zhang, Lina |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8036415/ https://www.ncbi.nlm.nih.gov/pubmed/33808317 http://dx.doi.org/10.3390/ijms22073589 |
Ejemplares similares
-
A deep learning framework combined with word embedding to identify DNA replication origins
por: Wu, Feng, et al.
Publicado: (2021) -
iEnhancer-DCLA: using the original sequence to identify enhancers and their strength based on a deep learning framework
por: Liao, Meng, et al.
Publicado: (2022) -
iEnhancer-DCSV: Predicting enhancers and their strength based on DenseNet and improved convolutional block attention module
por: Jia, Jianhua, et al.
Publicado: (2023) -
iEnhancer-EBLSTM: Identifying Enhancers and Strengths by Ensembles of Bidirectional Long Short-Term Memory
por: Niu, Kun, et al.
Publicado: (2021) -
iEnhancer-ECNN: identifying enhancers and their strength using ensembles of convolutional neural networks
por: Nguyen, Quang H., et al.
Publicado: (2019)