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Big data analytics in bioinformatics...
IGI Global

 

  • Big data analytics in bioinformatics and healthcare
  • 紀錄類型: 書目-語言資料,印刷品 : 單行本
    其他作者: PerrizoW.,
    其他作者: LiRuowang, 1988-
    其他作者: WangBaoying, 1964-
    其他團體作者: IGI Global
    面頁冊數: PDFs (528 pages).
    標題: Electronic Health Records. -
    標題: Data Mining - methods. -
    標題: Biomedical Research - methods. -
    標題: Computational Biology - methods. -
    標題: Medical records - Data processing. -
    標題: Data mining. -
    標題: Computational biology. -
    標題: Database management
    標題: Genomics
    標題: Ontologies construction
    標題: Protein/RNA structure prediction
    標題: Proteomics
    標題: Scalability and efficiency
    標題: Search architectures
    標題: System biology and pathways
    電子資源: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-6611-5
    附註: Content Type: text
    摘要註: "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
    內容註: 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.
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