Data Science and Computational Biology

S. Jyothi, P. Bhargavi
{"title":"Data Science and Computational Biology","authors":"S. Jyothi, P. Bhargavi","doi":"10.4018/978-1-5225-3015-2.CH009","DOIUrl":null,"url":null,"abstract":"Data Science and Computational biology is an interdisciplinary program that brings together the domain specific knowledge of science and engineering with relevant areas of computing and bioinformatics. Data science has the potential to revolutionise healthcare, and respond to the increasing volume and complexity in biomedical and bioinformatics data. From genomics to clinical records, from imaging to mobile health and personalised medicine, the data volume in biomedical research presents urgent challenges for computer science. This chapter elevates the researchers in what way data science play important role in Computational Biology such as Bio-molecular Computation, Computational Photonics, Medical Imaging, Scientific Computing, Structural Biology, Bioinformatics and Bio-Computing etc. Big data analytics of biological data bases, high performance computing in large sequence of genome database and Scientific Visualization are also discussed in this chapter.","PeriodicalId":93084,"journal":{"name":"Biotechnology (Faisalabad, Pakistan)","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Biotechnology (Faisalabad, Pakistan)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.4018/978-1-5225-3015-2.CH009","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Data Science and Computational biology is an interdisciplinary program that brings together the domain specific knowledge of science and engineering with relevant areas of computing and bioinformatics. Data science has the potential to revolutionise healthcare, and respond to the increasing volume and complexity in biomedical and bioinformatics data. From genomics to clinical records, from imaging to mobile health and personalised medicine, the data volume in biomedical research presents urgent challenges for computer science. This chapter elevates the researchers in what way data science play important role in Computational Biology such as Bio-molecular Computation, Computational Photonics, Medical Imaging, Scientific Computing, Structural Biology, Bioinformatics and Bio-Computing etc. Big data analytics of biological data bases, high performance computing in large sequence of genome database and Scientific Visualization are also discussed in this chapter.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
数据科学与计算生物学
数据科学与计算生物学是一门跨学科的课程,它将科学和工程领域的特定知识与计算和生物信息学的相关领域结合在一起。数据科学有可能彻底改变医疗保健,并应对生物医学和生物信息学数据日益增长的数量和复杂性。从基因组学到临床记录,从成像到移动医疗和个性化医疗,生物医学研究中的数据量对计算机科学提出了紧迫的挑战。本章介绍了数据科学在计算生物学中发挥的重要作用,如生物分子计算、计算光子学、医学成像、科学计算、结构生物学、生物信息学和生物计算等。本章还讨论了生物数据库的大数据分析、基因组数据库大序列的高性能计算和科学可视化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
In silico Analysis of Tyrosine Kinases Receptor in Papillary and Medullary Thyroid Cancer Using Sequence-alignment-based Methods In vitro Production of Plant Nutraceuticals Feeding Values of Non-Biodegraded and Biodegraded Cassava Root Sievate for Goats Using in vitro Gas Production Technique GC-MS Characterization and Antioxidant Properties of Partially Purified Ethanol Extract of Nauclea latifolia (African Peach) Stem Bark Antioxidant Activity of Partially Purified Fractions of Daniellia oliveri (Rolfe) Hutch and Dalziellii Stem Bark Ethanolic Extract
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1