Big data analytics in bioinformatics and healthcare
Título:
Big data analytics in bioinformatics and healthcare
ISBN:
9781466666122
PRODUCTION_INFO:
Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pa., 17033, USA) : IGI Global, [2015]
Descrição Física:
PDFs (528 pages).
Conteúdo:
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, José 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.
Resumo:
"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.
Acesso Eletrônico:
Full Text Available From IGI Global 2015 Packages
LANGUAGE:
Inglês