Values, challenges and future directions of big data analytics in healthcare: A systematic review.

作者: P. Galetsi , K. Katsaliaki , S. Kumar

DOI: 10.1016/J.SOCSCIMED.2019.112533

关键词: Public healthData sciencePrivate healthcareData managementProcess (engineering)Systematic reviewComputer scienceData analysisBig dataHealth care

摘要: … The objective of this study is to systematically review 804 scholarly publications related to big data analytics in health in order to identify the organizational and social values along with …

参考文章(95)
Jeff Kaplan, Paul Bradley, Turning hospital data into dollars. Journal of the Healthcare Financial Management Association. ,vol. 64, pp. 64- ,(2010)
Jonas Volland, Andreas Fügener, Jan Schoenfelder, Jens O. Brunner, Material logistics in hospitals: A literature review Omega. ,vol. 69, pp. 82- 101 ,(2017) , 10.1016/J.OMEGA.2016.08.004
Mihaela-Laura IVAN, Manole VELICANU, Healthcare Industry Improvement with Business Intelligence Informatică economică. ,vol. 19, pp. 81- 89 ,(2015) , 10.12948/ISSN14531305/19.2.2015.08
Branko G Celler, Ross Sparks, Surya Nepal, Leila Alem, Marlien Varnfield, Jane Li, Julian Jang-Jaccard, Simon J McBride, Rajiv Jayasena, Design of a multi-site multi-state clinical trial of home monitoring of chronic disease in the community in Australia. BMC Public Health. ,vol. 14, pp. 1270- 1270 ,(2014) , 10.1186/1471-2458-14-1270
Akram Alyass, Michelle Turcotte, David Meyre, From big data analysis to personalized medicine for all: challenges and opportunities BMC Medical Genomics. ,vol. 8, pp. 33- 33 ,(2015) , 10.1186/S12920-015-0108-Y
Daswin De Silva, Frada Burstein, Herbert F. Jelinek, Andrew Stranieri, Addressing the Complexities of Big Data Analytics in Healthcare: The Diabetes Screening Case Australasian Journal of Information Systems. ,vol. 19, pp. 99- 115 ,(2015) , 10.3127/AJIS.V19I0.1183
Okan Azmak, Hannah Bayer, Andrew Caplin, Miyoung Chun, Paul Glimcher, Steven Koonin, Aristides Patrinos, Using Big Data to Understand the Human Condition: The Kavli HUMAN Project. Big data. ,vol. 3, pp. 173- 188 ,(2015) , 10.1089/BIG.2015.0012
Daniel M. Goldenholz, Robert Moss, Jonathan Scott, Sungyoung Auh, William H. Theodore, Confusing placebo effect with natural history in epilepsy: A big data approach. Annals of Neurology. ,vol. 78, pp. 329- 336 ,(2015) , 10.1002/ANA.24470
Joseph Amankwah-Amoah, Emerging economies, emerging challenges: Mobilising and capturing value from big data Technological Forecasting and Social Change. ,vol. 110, pp. 167- 174 ,(2016) , 10.1016/J.TECHFORE.2015.10.022