TY  - BOOK
AU  - Ye,Shui Qing
TI  - Big data analysis for bioinformatics and biomedical discoveries
T2  - Chapman & Hall/CRC mathematical and computational biology series
SN  - 9780367240226
U1  - 570.285 23
PY  - 2016///]
CY  - India
PB  - CRC Press, Taylor & Francis Group
KW  - Bioinformatics
KW  - Medical sciences
KW  - Data processing
KW  - Sequence alignment (Bioinformatics)
KW  - Nucleotide sequence
KW  - Data mining
KW  - Big data
KW  - fast
N1  - "A Chapman & Hall book."; Includes bibliographical references and index
N2  - "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"--
ER  -