Towards Distributed Healthcare Systems – Virtual Data Pooling Between Cancer Registries as Backbone of Care and Research
IEEE/ACS International Conference on Computer Systems and Applications (AICCSA), vol. 228, pp. 1–8
Abstract
German cancer registries offer a systematic approach for the collection, storage, and management of data on patients with cancer and related diseases. Much hope in research and healthcare in general is depending on such register-based analyses in order to comprehensively consider the features of a highly diverse population. Next to the data collection the cancer registries are responsible for data protection. To fulfill legal regulations, access to data has to be controlled in a strict way leading to sometimes bureaucratic and slow processes. The situation is especially complicated in Germany, since cancer data is distributed over numerous federal cancer registries. If a nationwide data evaluation is conducted a research team has to negotiate a separate contract with each cancer registry.In a joint work in progress effort of cancer registries, technical, medical, and economical experts we propose a different solution for cooperative data processing. Our approach aims for combining data in a virtual pool based on the selection criteria of individual requests from researchers. To achieve our goal, we adapt the Fraunhofer Medical Data Space as enabling technology. The architecture we propose will allow us to pool data of multiple partners regulated by data access policies. In doing so, each of the data sources can introduce its own rules and specifications on how data is used. Additionally, we add a digital consent management that will allow individual patients to decide how their data is used. Finally, we show the high potential of the cooperative analysis of distributed cancer data supported by the proposed solution in our approach.
Authors 10
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Karlsruhe Institute of Technology
Affiliation as printed
Karlsruhe Institute of Technology, Karlsruhe, Germany
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Affiliation as printed
Krebsregister North Rhine-Westphalia, Bochum, Germany
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Affiliation as printed
Wilhelm Büchner Hochschule, Darmstadt, Germany
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Fraunhofer Institute for Translational Medicine and Pharmacology
Affiliation as printed
Fraunhofer ITMP, Hamburg, Germany
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Fraunhofer Institute for Applied Information Technology · RWTH Aachen University
Affiliation as printed
Fraunhofer FIT, RWTH Aachen University, Aachen, Germany
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Affiliation as printed
Clinical Cancer Registry Lower Saxony, Hannover, Germany
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Affiliation as printed
Cancer Registry of Rhineland-Palatinate, Mainz, Germany
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Fraunhofer Institute of Optronics, System Technologies and Image Exploitation
Affiliation as printed
Fraunhofer IOSB, Karlsruhe, Germany
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Rosenheim Technical University of Applied Sciences
Affiliation as printed
Technical University of Applied Sciences Rosenheim, Rosenheim, Germany
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Affiliation as printed
Cancer Registry of Rhineland-Palatinate, Mainz, Germany
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