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Applying big data analytics in bioinformatics and medicine /

"This book explores the latest developments in Bioinformatics and Health Informatics but to also put emphasis on increasing awareness of all stakeholders of the importance to move from a data management organizational culture to a learning organization culture. It explores the biological releva...

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Bibliographic Details
Other Authors: Lytras, Miltiadis D., 1973- (Editor), Papadopoulou, Paraskevi, 1961- (Editor)
Format: eBook
Language:English
Published: Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) : IGI Global, [2018]
Subjects:
Bioinformatics.
Computational biology.
Databases, Factual
Computational Biology
Medical Records Systems, Computerized
Organizational Culture
Online Access:View fulltext via EzAccess
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020 |z 9781522526070  |q hardcover 
020 |a 9781522526087  |q ebook 
024 7 |a 10.4018/978-1-5225-2607-0  |2 doi 
035 |a (CaBNVSL)slc19494572 
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060 1 0 |a W 26.55.I4 
082 0 4 |a 570.285  |2 23 
245 0 0 |a Applying big data analytics in bioinformatics and medicine /  |c Miltiadis D. Lytras and Paraskevi Papadopoulou, editors. 
264 1 |a Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) :  |b IGI Global,  |c [2018] 
300 |a 22 PDFs (xxvi, 465 pages) 
336 |a text  |2 rdacontent 
337 |a electronic  |2 isbdmedia 
338 |a online resource  |2 rdacarrier 
504 |a Includes bibliographical references and index. 
505 0 |a Section 1. Introduction to bioinformatics in medicine and medical systems. Chapter 1. Bioinformatics as applied to medicine : challenges faced moving from big data to smart data to wise data ; Chapter 2. Bioinformatics : applications and implications ; Chapter 3. Protein structure prediction ; Chapter 4. Proteomics in personalized medicine : an evolution not a revolution ; Chapter 5. The much needed security and data reforms of cloud computing in medical data storage -- Section 2. Bioinformatics in the fields of genomics and proteomics as applied to medicine, health issues, and medical systems. Chapter 6. Informatics and data analytics to support exposome-based discovery : part 1, assessment of external and internal exposure ; Chapter 7. Informatics and data analytics to support exposome-based discovery : part 2, computational exposure biology ; Chapter 8. Transcriptomics to metabolomics : a network perspective for big data ; Chapter 9. Protein docking and drug design -- Section 3. Big data analytics for medical and health informatics. Chapter 10. Effective and efficient business intelligence dashboard design : gestalt theory in Dutch long-term and chronic healthcare ; Chapter 11. Role of online data from search engine and social media in healthcare informatics ; Chapter 12. An optimized semi-supervised learning approach for high dimensional medical datasets ; Chapter 13. Predicting patterns with hospital admission data ; Chapter 14. Selection of pathway markers for cancer using collaborative multi-swarm optimization ; Chapter 15. Applying Bayesian networks in the early diagnosis of bulimia and anorexia nervosa in adolescents ; Chapter 16. - Image processing including medical liver imaging. 
506 |a Restricted to subscribers or individual electronic text purchasers. 
520 3 |a "This book explores the latest developments in Bioinformatics and Health Informatics but to also put emphasis on increasing awareness of all stakeholders of the importance to move from a data management organizational culture to a learning organization culture. It explores the biological relevance of genomic and proteomic discoveries and related specific gene expression to achieve targeted therapy"--Provided by publisher. 
530 |a Also available in print. 
538 |a Mode of access: World Wide Web. 
588 |a Description based on title screen (IGI Global, viewed 06/31/2017). 
650 0 |a Bioinformatics. 
650 0 |a Computational biology. 
650 1 2 |a Databases, Factual 
650 1 2 |a Computational Biology 
650 2 2 |a Medical Records Systems, Computerized 
650 2 2 |a Organizational Culture 
700 1 |a Lytras, Miltiadis D.,  |d 1973-  |e editor. 
700 1 |a Papadopoulou, Paraskevi,  |d 1961-  |e editor. 
710 2 |a IGI Global,  |e publisher. 
776 0 |c (Original)  |w (DLC)2017006764 
776 0 8 |i Print version:  |z 1522526072  |z 9781522526070  |w (DLC) 2017006764 
856 4 1 |z View fulltext via EzAccess  |u https://ezaccess.library.uitm.edu.my/login?url=http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-2607-0 

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