Human exons and introns classification using pre-trained Resnet-50 and GoogleNet models and 13-layers CNN model

Background:: Examining functions and characteristics of DNA sequences is a highly challenging task. When it comes to the human genome, which is made up of exons and introns, this task is more challenging. Human exons and introns contain millions to billions of nucleotides, which contributes to the c...

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Bibliographic Details
Main Authors: Feriel Ben Nasr Barber, Afef Elloumi Oueslati
Format: Article
Language:English
Published: SpringerOpen 2024-03-01
Series:Journal of Genetic Engineering and Biotechnology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1687157X24000623