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005			20201011091408.0
008			200906r20162019ii a b 001 0 eng d
020			_a9780367240226
040			_aYDXCP _beng _cYDXCP _erda _dBDX _dBTCTA _dOCLCQ _dBD-SySUS
082			_223 _bBIG _a570.285
245	0	0	_aBig data analysis for bioinformatics and biomedical discoveries / _cedited by Shui Qing Ye.
264		1	_aIndia : _bCRC Press, Taylor & Francis Group, _c[2016]
300			_axix, 273 pages : _billustrations ; _c24 cm.
490	1		_aChapman & Hall/CRC mathematical and computational biology series
500			_a"A Chapman & Hall book."
504			_aIncludes bibliographical references and index.
520			_a"Big Data Analysis for Bioinformatics and Biomedical Discoveries provides a practical guide to the nuts and bolts of Big Data, enabling you to quickly and effectively harness the power of Big Data to make groundbreaking biological discoveries, carry out translational medical research, and implement personalized genomic medicine. Contributing to the NIH Big Data to Knowledge (BD2K) initiative, the book enhances your computational and quantitative skills so that you can exploit the Big Data being generated in the current omics era. The book explores many significant topics of Big Data analyses in an easily understandable format. It describes popular tools and software for Big Data analyses and explains next-generation DNA sequencing data analyses. It also discusses comprehensive Big Data analyses of several major areas, including the integration of omics data, pharmacogenomics, electronic health record data, and drug discovery. Accessible to biologists, biomedical scientists, bioinformaticians, and computer data analysts, the book keeps complex mathematical deductions and jargon to a minimum. Each chapter includes a theoretical introduction, example applications, data analysis principles, step-by-step tutorials, and authoritative references"-- _cBack cover.
650		0	_aBioinformatics. _936333
650		0	_aMedical sciences _xData processing. _936334
650		0	_aSequence alignment (Bioinformatics) _936335
650		0	_aNucleotide sequence. _917056
650		0	_aData mining. _936336
650		0	_aBig data. _936337
650		7	_aBig data. _2fast _0(OCoLC)fst01892965 _936337
650		7	_aBioinformatics. _2fast _0(OCoLC)fst00832181 _936333
650		7	_aData mining. _2fast _0(OCoLC)fst00887946 _936336
650		7	_aMedical sciences _xData processing. _2fast _0(OCoLC)fst01014605 _936334
650		7	_aNucleotide sequence. _2fast _0(OCoLC)fst01041106 _917056
650		7	_aSequence alignment (Bioinformatics) _2fast _0(OCoLC)fst01747147 _936335
700	1		_aYe, Shui Qing, _d1954- _eeditor. _915910
942			_2ddc _cBK
999			_c75424 _d75424