iEnhancer-ECNN: identifying enhancers and their strength using ensembles of convolutional neural networks

iEnhancer-ECNN: identifying enhancers and their strength using ensembles of convolutional neural networks

Abstract Background Enhancers are non-coding DNA fragments which are crucial in gene regulation (e.g. transcription and translation). Having high locational variation and free scattering in 98% of non-encoding genomes, enhancer identification is, therefore, more complicated than other genetic factor...

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Bibliographic Details
Main Authors: Quang H. Nguyen, Thanh-Hoang Nguyen-Vo, Nguyen Quoc Khanh Le, Trang T.T. Do, Susanto Rahardja, Binh P. Nguyen
Format: Article
Language:English
Published: BMC 2019-12-01
Series:BMC Genomics
Subjects:
Enhancer
Identification
Classification
Ensemble
One-hot encoding
Convolutional neural network
Online Access:https://doi.org/10.1186/s12864-019-6336-3

Internet

https://doi.org/10.1186/s12864-019-6336-3

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