A Comprehensive Survey on DNA Analysis using Machine Learning Approaches

  • Unique Paper ID: 172289
  • PageNo: 2555-2562
  • Abstract:
  • Nowadays, pandemic infections causing enormous harm to the living life is most challenging and crucial part. If it is identified and medicated these kinds of infections in the early stage will help humans to survive. Today the Biomedical department is storing the umbilical cord of mother when giving birth to a child. This storing of umbilical cord help the upcoming generation to overcome unseen diseases with the help of analyzing, sequencing the DNA pattern. Human DNA extracted from saliva that was fresh or frozen for three, six and twelve months using different extraction protocols like Oragene – Commercial kit, QIAamp DNA mini kit, DNA extraction using ammonium acetate, Instagene. This Research work investigation helps the upcoming Academician, Researchers to overcome the problem. This paper focus on investigation existing literature and techniques used to study DNA by using different Machine learning algorithms.

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{172289,
        author = {Shivanand maradi and Dr. Chethan L S},
        title = {A Comprehensive Survey on DNA Analysis using Machine Learning Approaches},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {8},
        pages = {2555-2562},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=172289},
        abstract = {Nowadays, pandemic infections causing enormous harm to the living life is most challenging and crucial part. If it is identified and medicated these kinds of infections in the early stage will help humans to survive. Today the Biomedical department is storing the umbilical cord of mother when giving birth to a child. This storing of umbilical cord help the upcoming generation to overcome unseen diseases with the help of analyzing, sequencing the DNA pattern. Human DNA extracted from saliva that was fresh or frozen for three, six and twelve months using different extraction protocols like Oragene – Commercial kit, QIAamp DNA mini kit, DNA extraction using ammonium acetate, Instagene. This Research work investigation helps the upcoming Academician, Researchers to overcome the problem. This paper focus on investigation existing literature and techniques used to study DNA by using different Machine learning algorithms.},
        keywords = {},
        month = {January},
        }

Cite This Article

maradi, S., & S, D. C. L. (2025). A Comprehensive Survey on DNA Analysis using Machine Learning Approaches. International Journal of Innovative Research in Technology (IJIRT), 11(8), 2555–2562.

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