高雄醫學大學圖書館 |

Big data analytics in bioinformatics and healthcare

Record Type:	Language materials, printed : monographic
Secondary Intellectual Responsibility:	PerrizoW.,
Secondary Intellectual Responsibility:	LiRuowang, 1988-
Secondary Intellectual Responsibility:	WangBaoying, 1964-
Secondary Intellectual Responsibility:	IGI Global
Description:	PDFs (528 pages).
Subject:	Electronic Health Records. -
Subject:	Data Mining - methods. -
Subject:	Biomedical Research - methods. -
Subject:	Computational Biology - methods. -
Subject:	Medical records - Data processing. -
Subject:	Data mining. -
Subject:	Computational biology. -
Subject:	Database management
Subject:	Genomics
Subject:	Ontologies construction
Subject:	Protein/RNA structure prediction
Subject:	Proteomics
Subject:	Scalability and efficiency
Subject:	Search architectures
Subject:	System biology and pathways
Online resource:	http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-6611-5
Notes:	Content Type: text
Summary:	"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.
ISBN:	9781466666122
Content Note:	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.

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)..
Advanced datamining using RNAseq data / Yan Guo, Shilin Zhao, Margot Bjoring, Leng Han.
Content Type: textMedia type: electronicCarrier type: online resourceRestricted to subscribers or individual electronic text purchasers..
Includes bibliographical references..
ISBN 9781466666122ISBN 9781466666115ISBN 9781466666146
Electronic Health Records.Data MiningBiomedical ResearchComputational BiologyMedical recordsData mining.Computational biology. -- methods. -- methods. -- methods. -- Data processing.
Database managementGenomicsOntologies constructionProtein/RNA structure predictionProteomicsScalability and efficiencySearch architecturesSystem biology and pathways

Perrizo, W.

Big data analytics in bioinformatics and healthcare
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200 1 $a Big data analytics in bioinformatics and healthcare $f Baoying Wang, Ruowang Li, and William Perrizo, editors.
215 1 $a PDFs (528 pages).
300 $a Content Type: text
300 $a Media type: electronic
300 $a Carrier type: online resource
300 $a Restricted to subscribers or individual electronic text purchasers.
301 $a 10.4018/978-1-4666-6611-5
310 $a Also available in print.
320 $a Includes bibliographical references.
327 1 $a Advanced datamining using RNAseq data / Yan Guo, Shilin Zhao, Margot Bjoring, Leng Han $a Text mining on big and complex biomedical literature / Boya Xie, Qin Ding, Di Wu $a Interactive data visualization techniques applied to healthcare decision making / Zhecheng Zhu, Heng Bee Hoon, Kiok-Liang Teow $a Large-scale regulatory network analysis from microarray data: application to seed biology / Anamika Basu, Anasua Sarkar $a Detection and employment of biological sequence motifs / Marjan Trutschl, Phillip C. S. R. Kilgore, Rona S. Scott, Christine E. Birdwell, Urska Cvek $a Observer-biased analysis of gene expression profiles / Paulo Fazendeiro, Jose Valente de Oliveira $a Heuristic principal component analysis-based unsupervised feature extraction and its application to bioinformatics / Y-H. Taguchi, Mitsuo Iwadate, Hideaki Umeyama, Yoshiki Murakami, Akira Okamoto $a The role of big data in radiation oncology: challenges and potentials / Issam El Naqa $a Analysis of genomic data in a cloud computing environment / Philip Groth, Gerhard Reuter, Sebastian Thieme $a Pathway analysis and its applications / Ravi Mathur, Alison Motsinger-Reif $a Computational systems biology perspective on tuberculosis in big data era: challenges and future goals / Amandeep Kaur Kahlon, Ashok Sharma $a Bioinformatics-driven big data analytics in microbial research / Ratna Prabha, Anil Rai, D. P. Singh $a Perspectives on data integration in human complex disease analysis / Kristel Van Steen, Nuria Malats $a Current study designs, methods, and future directions of genetic association mapping / Jami Jackson, Alison Motsinger-Reif $a Personalized disease phenotypes from massive OMICs data / Hans Binder, Lydia Hopp, Kathrin Lembcke, Henry Wirth $a Intellectual property protection for synthetic biology, including bioinformatics and computational intelligence / Matthew K. Knabel, Katherine Doering, Dennis S. Fernandez $a Clinical data linkages in spinal cord injuries (SCI) in Australia: what are the concerns? / Jane Moon, Mary P. Galea, Megan Bohensky $a The benefits of big data analytics in the healthcare sector: what are they and who benefits? / Andrea Darrel, Margee Hume, Timothy Hardie, Jeffery Soar.
330 $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.
337 $a Mode of access: World Wide Web.
452 1 $1 001(DLC)2014032346
452 1 $1 300 $a Print version: $1 001(DLC) 2014032346 $1 0101 $a 1466666110; 9781466666115
606 $a Electronic Health Records. $2 mesh $3 384955
606 $a Data Mining $x methods. $2 mesh $3 384954
606 $a Biomedical Research $x methods. $3 67794
606 $a Computational Biology $x methods. $2 mesh $3 384953
606 $a Medical records $x Data processing. $2 lc $3 384952
606 $a Data mining. $2 lc $3 384653
606 $a Computational biology. $2 lc $3 384951
610 1 $a Database management
610 1 $a Genomics
610 1 $a Ontologies construction
610 1 $a Protein/RNA structure prediction
610 1 $a Proteomics
610 1 $a Scalability and efficiency
610 1 $a Search architectures
610 1 $a System biology and pathways
676 $a 610.285 $v 23
680 $a R858 $b .B53 2015e
686 $a QU 26.5 $b B592 2015e
702 1 $a Perrizo $b W. $g William $4 editor. $3 384950
702 1 $a Li $b Ruowang $f 1988- $4 editor. $3 384949
702 1 $a Wang $b Baoying $f 1964- $4 editor. $3 384948
712 0 2 $a IGI Global $4 publisher. $3 384552
856 7 $2 http $3 Chapter PDFs via platform $u http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-6611-5