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.
Format: Article
Language:English
Published: 2020
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spelling my.uniten.dspace-129702020-07-07T03:21:31Z Genomics and machine learning Velmurugan, R. Nguyen, P.T. Laxmi Lydia, E. Shankar, K. Hashim, W. Maseleno, A. 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. 2020-02-03T03:28:11Z 2020-02-03T03:28:11Z 2019 Article 10.35940/ijeat.E1088.0785S319 en
institution Universiti Tenaga Nasional
building UNITEN Library
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content_provider Universiti Tenaga Nasional
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language English
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.
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_facet Velmurugan, R.
Nguyen, P.T.
Laxmi Lydia, E.
Shankar, K.
Hashim, W.
Maseleno, A.
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
publishDate 2020
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score 13.222552