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Big data analytics in bioinformatics...

IGI Global,

Big data analytics in bioinformatics and healthcare /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Big data analytics in bioinformatics and healthcare /Baoying Wang, Ruowang Li, and William Perrizo, editors.
其他作者:	Wang, Baoying,
面頁冊數:	PDFs (528 pages).
標題:	Computational biology.
電子資源:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-6611-5
ISBN:	9781466666122 (ebook)

Big data analytics in bioinformatics and healthcare /
Big data analytics in bioinformatics and healthcare /Baoying Wang, Ruowang Li, and William Perrizo, editors. - PDFs (528 pages).

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, Jose 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.

Mode of access: World Wide Web.

ISBN: 9781466666122 (ebook)

Standard No.: 10.4018/978-1-4666-6611-5doi

LCCN: 2014032346Subjects--Topical Terms:

210438
Computational biology.
Subjects--Index Terms:

Database management

LC Class. No.: R858 / .B53 2015e

Dewey Class. No.: 610.285

National Library of Medicine Call No.: QU 26.5 / B592 2015e

Big data analytics in bioinformatics and healthcare /
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505 0 $a 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, Jose 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.
506 $a Restricted to subscribers or individual electronic text purchasers.
520 3 $a "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.
530 $a Also available in print.
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650 0 $a Computational biology. $3 210438
650 0 $a Data mining. $3 184440
650 0 $a Medical records $x Data processing. $3 302799
650 1 2 $a Computational Biology $x methods. $3 224713
650 2 2 $a Biomedical Research $x methods. $3 247628
650 2 2 $a Data Mining $x methods. $3 618397
650 2 2 $a Electronic Health Records. $3 529992
653 $a Database management
653 $a Genomics
653 $a Ontologies construction
653 $a Protein/RNA structure prediction
653 $a Proteomics
653 $a Scalability and efficiency
653 $a Search architectures
653 $a System biology and pathways
700 1 $a Wang, Baoying, $d 1964- $3 707722
700 1 $a Li, Ruowang, $d 1988- $3 707723
700 1 $a Perrizo, W. $q (William) $3 707724
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