DNA Methylation Prediction Using Reduced Features Obtained via Gappy Pair Kernel and Partial Least Square

DNA Methylation Prediction Using Reduced Features Obtained via Gappy Pair Kernel and Partial Least Square

It is critical to correctly identify DNA methylation because it has been linked to a variety of human disorders, particularly cancer. DNA methylation is an epigenetic process that allows cells to alter gene expression. This work deals with a type of DNA methylation called 5-methyl cytosine (m5c), in...

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Bibliographic Details
Main Authors: Sajid Shah, Altaf Ur Rahman, Saima Jabeen, Ahmad Khan, Fiaz Gul Khan, Mohammed Elaffendi
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Cross species
DNA methylation
epigenetic modification
feature reduction
gappy pair kernel
linear discrimitive analaysis(LDA)
Online Access:https://ieeexplore.ieee.org/document/9772620/

Internet

https://ieeexplore.ieee.org/document/9772620/

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