Genomics and machine learning

Genomics is one of the most focused area for studying and helps to understand the nature of disease and it is an area where genetics can be deeply studied and research conclusion can be obtained. Genomics is different from genetics as genetics is the composition of only single gene but on the opposi...

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Main Authors: Velmurugan R., Nguyen P.T., Laxmi Lydia E., Shankar K., Hashim W., Maseleno A.
Other Authors: 57192254207
Format: Article
Published: Blue Eyes Intelligence Engineering and Sciences Publication 2023
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spelling my.uniten.dspace-245932023-05-29T15:24:52Z Genomics and machine learning Velmurugan R. Nguyen P.T. Laxmi Lydia E. Shankar K. Hashim W. Maseleno A. 57192254207 57216386109 57196059278 56884031900 11440260100 55354910900 Genomics is one of the most focused area for studying and helps to understand the nature of disease and it is an area where genetics can be deeply studied and research conclusion can be obtained. Genomics is different from genetics as genetics is the composition of only single gene but on the opposite side the genomics contains all gens and also keep track of their collectively growth during the development process of an organism. Here the datasets of DNA on the organism is called Genomic data. This datasets are further used in bioinformatics for doing experiments on collect and process for research. For this purpose a very large storage space and specifically-built computer program is required to analyze. Genomic is also different from the proteomics because in proteomics only focuses on the proteins present in the cell. The Genomics research involves many scientific factors, which leads to identify many diseases symptoms such as heart related disease, diabetic, cancer etc. Here in this approach genomics is useful because somewhere and somehow the genetic and the external factors are causing such diseases. The purpose of deep learning with genomics is to identify the disease and learning the development structure of disease. Such research may help in treating diseases in a better way. � BEIESP. Final 2023-05-29T07:24:51Z 2023-05-29T07:24:51Z 2019 Article 10.35940/ijeat.E1088.0785S319 2-s2.0-85073450442 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85073450442&doi=10.35940%2fijeat.E1088.0785S319&partnerID=40&md5=1db4b2393485df2e27963e73b2cc0f67 https://irepository.uniten.edu.my/handle/123456789/24593 8 5 Special Issue 3 414 417 All Open Access, Bronze Blue Eyes Intelligence Engineering and Sciences Publication Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Genomics is one of the most focused area for studying and helps to understand the nature of disease and it is an area where genetics can be deeply studied and research conclusion can be obtained. Genomics is different from genetics as genetics is the composition of only single gene but on the opposite side the genomics contains all gens and also keep track of their collectively growth during the development process of an organism. Here the datasets of DNA on the organism is called Genomic data. This datasets are further used in bioinformatics for doing experiments on collect and process for research. For this purpose a very large storage space and specifically-built computer program is required to analyze. Genomic is also different from the proteomics because in proteomics only focuses on the proteins present in the cell. The Genomics research involves many scientific factors, which leads to identify many diseases symptoms such as heart related disease, diabetic, cancer etc. Here in this approach genomics is useful because somewhere and somehow the genetic and the external factors are causing such diseases. The purpose of deep learning with genomics is to identify the disease and learning the development structure of disease. Such research may help in treating diseases in a better way. � BEIESP.
author2 57192254207
author_facet 57192254207
Velmurugan R.
Nguyen P.T.
Laxmi Lydia E.
Shankar K.
Hashim W.
Maseleno A.
format Article
author Velmurugan R.
Nguyen P.T.
Laxmi Lydia E.
Shankar K.
Hashim W.
Maseleno A.
spellingShingle Velmurugan R.
Nguyen P.T.
Laxmi Lydia E.
Shankar K.
Hashim W.
Maseleno A.
Genomics and machine learning
author_sort Velmurugan R.
title Genomics and machine learning
title_short Genomics and machine learning
title_full Genomics and machine learning
title_fullStr Genomics and machine learning
title_full_unstemmed Genomics and machine learning
title_sort genomics and machine learning
publisher Blue Eyes Intelligence Engineering and Sciences Publication
publishDate 2023
_version_ 1806427863295983616
score 13.222552