A Markov chain-based feature extraction method for classification and identification of cancerous DNA sequences

A Markov chain-based feature extraction method for classification and identification of cancerous DNA sequences

Introduction: In recent decades, the growing rate of cancer incidence is a big concern for most societies. Due to the genetic origins of cancer disease, its internal structure is necessary for the study of this disease. Methods: In this research, cancer data are analyzed based on DNA sequences. The...

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Bibliographic Details
Main Authors: Amin Khodaei, Mohammad-Reza Feizi-Derakhshi, Behzad Mozaffari-Tazehkand
Format: Article
Language:English
Published: Tabriz University of Medical Sciences 2021-03-01
Series:BioImpacts
Subjects:
dna sequence
cancer
classification
markov chain
support vector machine
Online Access:https://bi.tbzmed.ac.ir/PDF/bi-11-87.pdf

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