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Big data analytics in bioinformatics and healthcare / Baoying Wang, Ruowang Li, and William Perrizo, editors.

Contributor(s): Publisher: Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pa., 17033, USA) : IGI Global, [2015]Description: PDFs (528 pages)Content type:
  • text
Media type:
  • electronic
Carrier type:
  • online resource
ISBN:
  • 9781466666122
Subject(s): Genre/Form: Additional physical formats: No title; Print version:: No titleDDC classification:
  • 610.285 23
LOC classification:
  • R858 .B53 2015e
NLM classification:
  • QU 26.5
Online resources: Available additional physical forms:
  • Also available in print.
Contents:
Advanced datamining using RNAseq data / Yan Guo, Shilin Zhao, Margot Bjoring, Leng Han -- Text mining on big and complex biomedical literature / Boya Xie, Qin Ding, Di Wu -- Interactive data visualization techniques applied to healthcare decision making / Zhecheng Zhu, Heng Bee Hoon, Kiok-Liang Teow -- Large-scale regulatory network analysis from microarray data: application to seed biology / Anamika Basu, Anasua Sarkar -- Detection and employment of biological sequence motifs / Marjan Trutschl, Phillip C. S. R. Kilgore, Rona S. Scott, Christine E. Birdwell, Urska Cvek -- Observer-biased analysis of gene expression profiles / Paulo Fazendeiro, Jos�e Valente de Oliveira -- Heuristic principal component analysis-based unsupervised feature extraction and its application to bioinformatics / Y-H. Taguchi, Mitsuo Iwadate, Hideaki Umeyama, Yoshiki Murakami, Akira Okamoto -- The role of big data in radiation oncology: challenges and potentials / Issam El Naqa -- Analysis of genomic data in a cloud computing environment / Philip Groth, Gerhard Reuter, Sebastian Thieme -- Pathway analysis and its applications / Ravi Mathur, Alison Motsinger-Reif -- Computational systems biology perspective on tuberculosis in big data era: challenges and future goals / Amandeep Kaur Kahlon, Ashok Sharma -- Bioinformatics-driven big data analytics in microbial research / Ratna Prabha, Anil Rai, D. P. Singh -- Perspectives on data integration in human complex disease analysis / Kristel Van Steen, Nuria Malats -- Current study designs, methods, and future directions of genetic association mapping / Jami Jackson, Alison Motsinger-Reif -- Personalized disease phenotypes from massive OMICs data / Hans Binder, Lydia Hopp, Kathrin Lembcke, Henry Wirth -- Intellectual property protection for synthetic biology, including bioinformatics and computational intelligence / Matthew K. Knabel, Katherine Doering, Dennis S. Fernandez -- Clinical data linkages in spinal cord injuries (SCI) in Australia: what are the concerns? / Jane Moon, Mary P. Galea, Megan Bohensky -- The benefits of big data analytics in the healthcare sector: what are they and who benefits? / Andrea Darrel, Margee Hume, Timothy Hardie, Jeffery Soar.
Abstract: "This book merges the fields of biology, technology, and medicine in order to present a comprehensive study on the emerging information processing applications necessary in the field of electronic medical record management"--Provided by publisher.
Item type: eBooks
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Includes bibliographical references.

Advanced datamining using RNAseq data / Yan Guo, Shilin Zhao, Margot Bjoring, Leng Han -- Text mining on big and complex biomedical literature / Boya Xie, Qin Ding, Di Wu -- Interactive data visualization techniques applied to healthcare decision making / Zhecheng Zhu, Heng Bee Hoon, Kiok-Liang Teow -- Large-scale regulatory network analysis from microarray data: application to seed biology / Anamika Basu, Anasua Sarkar -- Detection and employment of biological sequence motifs / Marjan Trutschl, Phillip C. S. R. Kilgore, Rona S. Scott, Christine E. Birdwell, Urska Cvek -- Observer-biased analysis of gene expression profiles / Paulo Fazendeiro, Jos�e Valente de Oliveira -- Heuristic principal component analysis-based unsupervised feature extraction and its application to bioinformatics / Y-H. Taguchi, Mitsuo Iwadate, Hideaki Umeyama, Yoshiki Murakami, Akira Okamoto -- The role of big data in radiation oncology: challenges and potentials / Issam El Naqa -- Analysis of genomic data in a cloud computing environment / Philip Groth, Gerhard Reuter, Sebastian Thieme -- Pathway analysis and its applications / Ravi Mathur, Alison Motsinger-Reif -- Computational systems biology perspective on tuberculosis in big data era: challenges and future goals / Amandeep Kaur Kahlon, Ashok Sharma -- Bioinformatics-driven big data analytics in microbial research / Ratna Prabha, Anil Rai, D. P. Singh -- Perspectives on data integration in human complex disease analysis / Kristel Van Steen, Nuria Malats -- Current study designs, methods, and future directions of genetic association mapping / Jami Jackson, Alison Motsinger-Reif -- Personalized disease phenotypes from massive OMICs data / Hans Binder, Lydia Hopp, Kathrin Lembcke, Henry Wirth -- Intellectual property protection for synthetic biology, including bioinformatics and computational intelligence / Matthew K. Knabel, Katherine Doering, Dennis S. Fernandez -- Clinical data linkages in spinal cord injuries (SCI) in Australia: what are the concerns? / Jane Moon, Mary P. Galea, Megan Bohensky -- The benefits of big data analytics in the healthcare sector: what are they and who benefits? / Andrea Darrel, Margee Hume, Timothy Hardie, Jeffery Soar.

Restricted to subscribers or individual electronic text purchasers.

"This book merges the fields of biology, technology, and medicine in order to present a comprehensive study on the emerging information processing applications necessary in the field of electronic medical record management"--Provided by publisher.

Also available in print.

Mode of access: World Wide Web.

Description based on title screen (IGI Global, viewed 01/10/2015).

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