DeepSS: Exploring Splice Site Motif Through Convolutional Neural Network Directly From DNA Sequence

DeepSS: Exploring Splice Site Motif Through Convolutional Neural Network Directly From DNA Sequence

Splice sites prediction and interpretation are crucial to the understanding of complicated mechanisms underlying gene transcriptional regulation. Although existing computational approaches can classify true/false splice sites, the performance mostly relies on a set of sequence- or structure-based fe...

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Bibliographic Details
Main Authors: Xiuquan Du, Yu Yao, Yanyu Diao, Huaixu Zhu, Yanping Zhang, Shuo Li
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Splice sites
convolutional neural network
feature extraction
motifs
Online Access:https://ieeexplore.ieee.org/document/8387825/

Internet

https://ieeexplore.ieee.org/document/8387825/

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