Title :
Towards a technology roadmap for big data applications in the healthcare domain
Author :
Zillner, Sonja ; Oberkampf, Heiner ; Bretschneider, Claudia ; Zaveri, Amrapali ; Faix, Werner ; Neururer, Sabrina
Author_Institution :
Corp. Technol., Siemens AG, Munich, Germany
Abstract :
Big Data technologies can be used to improve the quality and efficiency of healthcare delivery. The highest impact of Big Data applications is expected when data from various healthcare areas, such as clinical, administrative, financial, or outcome data, can be integrated. However, as of today, the seamless access to the various healthcare data pools is only possible in a very constrained and limited manner. For enabling the seamless access several technical requirements, such as data digitalization, semantic annotation, data sharing, data privacy and security as well as data quality need to be addressed. In this paper, we introduce a detailed analysis of these technical requirements and show how the results of our analysis lead towards a technical roadmap for Big Data in the healthcare domain.
Keywords :
Big Data; data privacy; health care; security of data; Big Data applications; Big data application; Big data technologies; data digitalization; data privacy; data sharing; healthcare data pools; healthcare domain; semantic annotation; Big data; Biomedical imaging; Data privacy; Medical services; Security; Semantics; Standards; Big Data; data digitalization; data integration; data privacy and security; data quality; semantic annotation; technical requirements;
Conference_Titel :
Information Reuse and Integration (IRI), 2014 IEEE 15th International Conference on
DOI :
10.1109/IRI.2014.7051902
