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 : Monograph/item
    杜威分類號: 610.285
    書名/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.
    標題: Data mining.
    標題: Medical records - Data processing.
    標題: Computational Biology - methods.
    標題: Biomedical Research - methods.
    標題: Data Mining - methods.
    標題: Electronic Health Records.
    ISBN: 9781466666122 (ebook)
    ISBN: 9781466666115
    ISBN: 9781466666146
    書目註: Includes bibliographical references.
    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.
    摘要、提要註: "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.
    電子資源: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-6611-5
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