EnsembleSplice: ensemble deep learning model for splice site prediction

EnsembleSplice: ensemble deep learning model for splice site prediction

Abstract Background Identifying splice site regions is an important step in the genomic DNA sequencing pipelines of biomedical and pharmaceutical research. Within this research purview, efficient and accurate splice site detection is highly desirable, and a variety of computational models have been...

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Bibliographic Details
Main Authors: Victor Akpokiro, Trevor Martin, Oluwatosin Oluwadare
Format: Article
Language:English
Published: BMC 2022-10-01
Series:BMC Bioinformatics
Subjects:
Splice sites (SS)
Ensemble learning
Deep learning (DL)
Convolutional neural network (CNN)
Dense neural network (DNN)
Feature extraction
Online Access:https://doi.org/10.1186/s12859-022-04971-w

Internet

https://doi.org/10.1186/s12859-022-04971-w

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