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

Tresp V, Overhage JM, Bundschus M, Rabizadeh S, Fasching P, Yu Shipeng (2016)

Publication Type: Journal article

Publication year: 2016

Journal

Proceedings of the IEEE Institute of Electrical and Electronics Engineers (IEEE)

Book Volume: 104

Pages Range: 2180-2206

Journal Issue: 11

Abstract

We provide an overview of the recent trends toward 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 political initiatives designed to shift care delivery processes from paper to electronic, with the goals of more effective treatments with better outcomes; cost pressure is a major driver of innovation. We describe newly developed networks of healthcare providers, research organizations, and commercial vendors to jointly analyze data for the development of decision support systems. We address the trend toward continuous healthcare where health is monitored by wearable and stationary devices; a related development is that patients increasingly assume responsibility for their own health data. Finally, we discuss recent initiatives toward a personalized medicine, based on advances in molecular medicine, data management, and data analytics.

Authors with CRIS profile

Peter Fasching Professur für Translationale Frauenheilkunde und Geburtshilfe

Involved external institutions

Cerner Corporation US United States (USA) (US) NantWorks LLC US United States (USA) (US) Roche Diagnostics GmbH DE Germany (DE) LinkedIn Corp US United States (USA) (US)

How to cite

APA:

Tresp, V., Overhage, J.M., Bundschus, M., Rabizadeh, S., Fasching, P., & Yu Shipeng, . (2016). Going Digital: A Survey on Digitalization and Large-Scale Data Analytics in Healthcare. Proceedings of the IEEE, 104(11), 2180-2206.

MLA:

Tresp, Volker, et al. "Going Digital: A Survey on Digitalization and Large-Scale Data Analytics in Healthcare." Proceedings of the IEEE 104.11 (2016): 2180-2206.

BibTeX: Download