Big data analytics in healthcare: Promise and potential

Health Information Science and Systems

Volumn 2, Issue 1, 2014, Pages

  Raghupathi, Wullianallur ^a   Raghupathi, Viju ^b  

^a FORDHAM UNIVERSITY   (United States)

^b CITY UNIVERSITY OF NEW YORK   (United States)

Author keywords

Analytics; Big data; Framework; Hadoop; Healthcare; Methodology

Indexed keywords

CONCEPTUAL FRAMEWORK; COST EFFECTIVENESS ANALYSIS; DATA ANALYSIS; DRUG INDUSTRY; ELECTRONIC MEDICAL RECORD; EVIDENCE BASED MEDICINE; HEALTH CARE; HEALTH INSURANCE; HUMAN; MEDICAL DECISION MAKING; MEDICAL LITERATURE; METHODOLOGY; PRIORITY JOURNAL; PUBLIC HEALTH SERVICE; REVIEW;

EID: 85104094046     PISSN: None     EISSN: 20472501     Source Type: Journal    
DOI: None     Document Type: Review

References (32)

1. Raghupathi W. Data Mining in Health Care. Healthcare Informatics: Improving Efficiency and Productivity 2010, 211-223. Taylor & Francis, Kudyba S.
2. Burghard C. Big Data and Analytics Key to Accountable Care Success 2012, IDC Health Insights.
3. Dembosky A. " Data Prescription for Better Healthcare." Financial Times, December 12, 2012, p. 19 2012, Available from: http://www.ft.com/intl/cms/s/2/55cbca5a-4333-11e2-aa8f-00144feabdc0.html#axzz2W9cuwajK.
4. Feldman B, Martin EM, Skotnes T. " Big Data in Healthcare Hype and Hope." October 2012. Dr. Bonnie 360 2012, http://www.west-info.eu/files/big-data-in-healthcare.pdf.
5. Fernandes L, O'Connor M, Weaver V. Big data, bigger outcomes. J AHIMA 2012, 38-42.
6. IHTT Transforming Health Care through Big Data Strategies for leveraging big data in the health care industry 2013, http://ihealthtran.com/wordpress/2013/03/iht%C2%B2-releases-big-data-research-report-download-today/, IHTT.
7. Frost & Sullivan Drowning in Big Data? Reducing Information Technology Complexities and Costs for Healthcare Organizations http://www.emc.com/collateral/analyst-reports/frost-sullivan-reducing-information-technology-complexities-ar.pdf, Frost & Sullivan.
8. Bian J, Topaloglu U, Yu F, Yu F. Towards Large-scale Twitter Mining for Drug-related Adverse Events 2012, Maui, Hawaii: SHB.
9. Raghupathi W, Raghupathi V. An Overview of Health Analytics 2013, Working paper.
10. Ikanow Data Analytics for Healthcare: Creating Understanding from Big Data http://info.ikanow.com/Portals/163225/docs/data-analytics-for-healthcare.pdf, Ikanow.
11. jStart " How Big Data Analytics Reduced Medicaid Re-admissions." A jStart Case Study 2012, http://www-01.ibm.com/software/ebusiness/jstart/portfolio/uncMedicaidCaseStudy.pdf, jStart.
12. Knowledgent Big Data and Healthcare Payers 2013, http://knowledgent.com/mediapage/insights/whitepaper/482, Knowledgent.
13. Explorys Unlocking the Power of Big Data to Improve Healthcare for Everyone https://www.explorys.com/docs/data-sheets/explorys-overview.pdf, Explorys.
14. IBM IBM big data platform for healthcare." Solutions Brief 2012, http://public.dhe.ibm.com/common/ssi/ecm/en/ims14398usen/IMS14398USEN.PDF, IBM.
15. Intel Leveraging Big Data and Analytics in Healthcare and Life Sciences: Enabling Personalized Medicine for High-Quality Care, Better Outcomes 2012, http://www.intel.com/content/dam/www/public/us/en/documents/white-papers/healthcare-leveraging-big-data-paper.pdf, Intel.
16. IBM Data Driven Healthcare Organizations Use Big Data Analytics for Big Gains 2013, http://www03.ibm.com/industries/ca/en/healthcare/documents/Data_driven_healthcare_organizations_use_big_data_analytics_for_big_gains.pdf, IBM.
17. Savage N. Digging for drug facts. Commun ACM 2012, 55(10):11-13.
18. Zenger B. " Can Big Data Solve Healthcare's Big Problems?" HealthByte, February 2012 2012, http://www.equityhealthcare.com/docstor/EH%20Blog%20on%20Analytics.pdf.
19. LaValle S, Lesser E, Shockley R, Hopkins MS, Kruschwitz N. Big data, analytics and the path from insights to value. MIT Sloan Manag Rev 2011, 52:20-32.
20. Capgemini The Deciding Factor: Big Data & Decision Making 2013, http://www.capgemini.com/thought-leadership/the-deciding-factor-big-data-decision-making, Capgemini.
21. Connolly S, Wooledge S. Harnessing the Value of Big Data Analytics 2013, Teradata.
22. Courtney M. Puzzling out big data. Engineering & Technology 2013, 56-60.
23. Intel Big Data Analytics 2012, http://www.intel.com/content/dam/www/public/us/en/documents/reports/data-insights-peer-research-report.pdf, Intel.
24. Manyika J, Chui M, Brown B, Buhin J, Dobbs R, Roxburgh C, Byers AH. Big Data: The Next Frontier for Innovation, Competition, and Productivity 2011, USA: McKinsey Global Institute.
25. IBM Large Gene interaction Analytics at University at Buffalo, SUNY 2012, http://public.dhe.ibm.com/common/ssi/ecm/en/imc14675usen/IMC14675USEN.PDF, IBM.
26. IBM Harvard Medical School 2011, http://public.dhe.ibm.com/common/ssi/ecm/en/imc14685usen/IMC14685USEN.PDF, IBM.
27. Raghupathi W, Kesh S. Interoperable electronic health records design: towards a service-oriented architecture. e-Service Journal 2007, 5:39-57.
28. Borkar VR, Carey MJ, Chen L. Big data platforms: what's next?. ACM Crossroads 2012, 19(1):44-49.
29. Ohlhorst F. Big Data Analytics: Turning Big Data into Big Money 2012, USA: John Wiley & Sons.
30. Zikopoulos PC, DeRoos D, Parasuraman K, Deutsch T, Corrigan D, Giles J. Harness the Power of Big Data 2013, McGraw-Hill: The IBM Big Data Platform.
31. Zikopoulos PC, Eaton C, DeRoos D, Deutsch T, Lapis G. Understanding Big Data - Analytics for Enterprise Class Hadoop and Streaming Data 2012, McGraw-Hill: Aspen Institute.
32. Bollier D. The Promise and Peril of Big Data 2010, Washington, DC: The Aspen Institute.