000 02296cam a2200325 i 4500
001 19096578
003 IIITD
005 20230520020003.0
008 160516t20162016flua b 001 0 eng c
010 _a2016304813
020 _a9781498724524
040 _aYDXCP
082 _a570.285
_bYE-B
245 0 0 _aBig data analysis for bioinformatics and biomedical discoveries
_cedited by Shui Qing Ye.
260 _aNew York :
_bCRC Press,
_c©2016.
300 _axix, 273 p. :
_bill. ;
_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"--
650 0 _aBioinformatics.
650 0 _aMedical sciences
_xData processing.
650 0 _aSequence alignment (Bioinformatics)
650 0 _aNucleotide sequence.
650 0 _aData mining.
650 0 _aBig data.
700 _4editor
_aYe, Shui Qing
906 _a7
_bcbc
_cpccadap
_d2
_encip
_f20
_gy-gencatlg
942 _2ddc
_cBK
_07
999 _c24110
_d24110