Going Digital: A Survey on Digitalization and Large Scale Data Analytics in Healthcare

Preprint English OPEN
Tresp, Volker; Overhage, J. Marc; Bundschus, Markus; Rabizadeh, Shahrooz; Fasching, Peter A.; Yu, Shipeng;
(2016)
  • Subject: Computer Science - Computers and Society

We provide an overview of the recent trends towards digitalization and large scale data analytics in healthcare. It is expected that these trends are instrumental in the dramatic changes in the way healthcare will be organized in the future. We discuss the recent politi... View more
  • References (105)
    105 references, page 1 of 11

    S. Biesdorf and F. Niedermann, “Healthcare's digital future,” McKinsey & Company, 2014.

    [2] J. Manyika, M. Chui, B. Brown, J. Bughin, R. Dobbs, C. Roxburgh, and A. H. Byers, “Big data: The next frontier for innovation, competition, and productivity,” McKinsey Global Institute, 2011.

    K. Conger, “Data deluge: mastering medicine's tidal wave, chapter b! g data. what it means for our health and the future of medical research,” 2012.

    B. Kayyali, D. Knott, and S. Van Kuiken, “The big-data revolution in us health care: Accelerating value and innovation,” Mc Kinsey & Company, 2013.

    Wikipedia, “Health information exchange - Wikipedia, the free encyclopedia,” 2016. [Online]. Available: https://en.wikipedia.org/wiki/ Health-information-exchange National Academies of Sciences, Engineering, and Medicine, “The learning health care system in America,” 2012. [Online].

    Available: http://www.nationalacademies.org/hmd/Activities/Quality/ LearningHealthCare.aspx A. Rind, T. D. Wang, W. Aigner, S. Miksch, K. Wongsuphasawat, C. Plaisant, and B. Shneiderman, “Interactive information visualization to explore and query electronic health records,” Foundations and Trends in Human-Computer Interaction, vol. 5, no. 3, pp. 207-298, 2011.

    M. A. Musen, B. Middleton, and R. A. Greenes, “Clinical decisionsupport systems,” in Biomedical informatics. Springer, 2014, pp.

    Coeytaux, G. Samsa, V. Hasselblad, J. W. Williams, M. D. Musty et al., “Effect of clinical decision-support systems: a systematic review,” Annals of internal medicine, vol. 157, no. 1, pp. 29-43, 2012.

    [10] J. Bresnick, “Healthcare big data analytics: From description to prescription,” Healthcare IT Analytics, 2015.

    S. Blumenthal and G. Somashekar, “Advancing health with information technology in the 21st century,” Huffpost Healthy Living, 2015.

  • Metrics
Share - Bookmark