Analysis of DNA sequence classification using CNN and hybrid models

H Gunasekaran, K Ramalakshmi… - … Methods in Medicine, 2021 - Wiley Online Library
In a general computational context for biomedical data analysis, DNA sequence
classification is a crucial challenge. Several machine learning techniques have used to …

A deep learning CNN model for genome sequence classification

H Gunasekaran, K Ramalakshmi… - … for COVID-19, 2021 - taylorfrancis.com
The COVID-19 pandemic declared by the World Health Organization in March 2020 is a
global challenge. This has drawn research interest in various fields, such as drug design …

DNA Sequencing Using Machine Learning Algorithms

MSA Vigil, M Mirutuhula, S Sarvagna… - … Conference on Data …, 2022 - ieeexplore.ieee.org
A genome consists of the genetic information of the organism. Sequencing thousands and
millions of DNA molecules in a human individual gives the doctor the information about the …

A deep learning CNN

H Gunasekaran, K Ramalakshmi… - … for COVID-19 …, 2021 - books.google.com
The world has seen many types of virus, such as Ebola, Nipah, SARS, MERS, influenza B,
rotavirus, hepatitis, HIV, and coronavirus. Some newly discovered viruses have been …

Comparative Analysis of Machine Learning Algorithms for DNA Sequencing

MSA Vigil, A Christofer, M Chandar… - 2023 Winter Summit on …, 2023 - ieeexplore.ieee.org
A genome consists of the genetic information of the organism. Sequencing millions of DNA
molecules in a human individual provides the information about the genetic makeup to the …

[PDF][PDF] Research Article Analysis of DNA Sequence Classification Using CNN and Hybrid Models

H Gunasekaran, K Ramalakshmi, ARM Arokiaraj… - 2021 - academia.edu
In a general computational context for biomedical data analysis, DNA sequence
classification is a crucial challenge. Several machine learning techniques have used to …