FeatureCloud SIGNED
Privacy preserving federated machine learning and blockchaining for reduced cyber risks in a world of distributed healthcare
Total Cost €
0EC-Contrib. €
0Partnership
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Project "FeatureCloud" data sheet
The following table provides information about the project.
| Coordinator |
TECHNISCHE UNIVERSITAET MUENCHEN
Organization address contact info |
| Coordinator Country | Germany [DE] |
| Total cost | 4˙646˙000 € |
| EC max contribution | 4˙646˙000 € (100%) |
| Programme |
1. H2020-EU.3.1.5.1. (Improving halth information and better use of health data) |
| Code Call | H2020-SC1-FA-DTS-2018-1 |
| Funding Scheme | RIA |
| Starting year | 2019 |
| Duration (year-month-day) | from 2019-01-01 to 2023-12-31 |
Partnership
Take a look of project's partnership.
| # | ||||
|---|---|---|---|---|
| 1 | TECHNISCHE UNIVERSITAET MUENCHEN | DE (MUENCHEN) | coordinator | 1˙350˙000.00 |
| 2 | SYDDANSK UNIVERSITET | DK (ODENSE M) | participant | 523˙000.00 |
| 3 | MEDIZINISCHE UNIVERSITAT GRAZ | AT (GRAZ) | participant | 510˙000.00 |
| 4 | PHILIPPS UNIVERSITAET MARBURG | DE (MARBURG) | participant | 500˙000.00 |
| 5 | SBA RESEARCH GEMEINNUTZIGE GMBH | AT (WIEN) | participant | 500˙000.00 |
| 6 | GNOME DESIGN SRL | RO (SFANTU GHEORGHE) | participant | 453˙000.00 |
| 7 | Concentris Research Management GmbH | DE (Fürstenfeldbruck) | participant | 355˙000.00 |
| 8 | UNIVERSITEIT MAASTRICHT | NL (MAASTRICHT) | participant | 280˙000.00 |
| 9 | RESEARCH INSTITUTE AG & CO KG | AT (VIENNA) | participant | 175˙000.00 |
Map
Project objective
The digital revolution, in particular big data and artificial intelligence (AI), offer new opportunities to transform healthcare. However, it also harbors risks to the safety of sensitive clinical data stored in critical healthcare ICT infrastructure. In particular data exchange over the internet is perceived insurmountable posing a roadblock hampering big data based medical innovations. FeatureCloud’s transformative security-by-design concept will minimize the cyber-crime potential and enable first secure cross-border collaborative data mining endeavors. FeatureCloud will be implemented into a software toolkit for substantially reducing cyber risks to healthcare infrastructure by employing the world-wide first privacy-by-architecture approach, which has two key characteristics: (1) no sensitive data is communicated through any communication channels, and (2) data is not stored in one central point of attack. Federated machine learning (for privacy-preserving data mining) integrated with blockchain technology (for immutability and management of patient rights) will safely apply next-generation AI technology for medical purposes. Importantly, patients will be given effective means of revoking previously given consent at any time. Our ground-breaking new cloud-AI infrastructure only exchanges learned model representations which are anonymous by default. Collectively, our highly interdisciplinary consortium from IT to medicine covers all aspects of the value chain: assessment of cyber risks, legal considerations and international policies, development of federated AI technology coupled to blockchaining, app store and user interface design, implementation as certifiable prognostic medical devices, evaluation and translation into clinical practice, commercial exploitation, as well as dissemination and patient trust maximization. FeatureCloud’s goals are bold, necessary, achievable, and paving the way for a socially agreeable big data era of the Medicine 4.0 age.
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The information about "FEATURECLOUD" are provided by the European Opendata Portal: CORDIS opendata.