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Privacy preserving federated machine learning and blockchaining for reduced cyber risks in a world of distributed healthcare

Project description

Big Data and AI for safe medical innovations

Big Data and artificial intelligence (AI) pave the way for new pathways in the improvement of healthcare. But they also hide risks for the security of sensitive clinical data stored in critical healthcare ICT infrastructure. The EU-funded FeatureCloud project proposes a transformative security-by-design concept aiming to reduce the possibility of cybercrime and allow safe cross-border collaborative data mining efforts. The concept will be applied to a software toolkit employing the worldwide first privacy-by-architecture method. Central features of this method are no sharing of sensitive data via any communication channels and no data storage in one central point. FeatureCloud will integrate federated machine learning with blockchain technology to safely apply next-generation AI technology in medical innovations.

Call for proposal

H2020-SC1-FA-DTS-2018-1
See other projects for this call

Coordinator

UNIVERSITAET HAMBURG
Address
Mittelweg 177
20148 Hamburg
Germany
Activity type
Higher or Secondary Education Establishments
EU contribution
€ 689 444,33

Participants (9)

PHILIPPS UNIVERSITAET MARBURG
Germany
EU contribution
€ 500 000
Address
Biegenstrasse 10
35037 Marburg
Activity type
Higher or Secondary Education Establishments
MEDIZINISCHE UNIVERSITAT GRAZ
Austria
EU contribution
€ 510 000
Address
Auenbruggerplatz 2
8036 Graz
Activity type
Higher or Secondary Education Establishments
SYDDANSK UNIVERSITET
Denmark
EU contribution
€ 523 000
Address
Campusvej 55
5230 Odense M
Activity type
Higher or Secondary Education Establishments
SBA RESEARCH GEMEINNUTZIGE GMBH
Austria
EU contribution
€ 500 000
Address
Floragasse 7, 5 Og
1040 Wien
Activity type
Research Organisations
UNIVERSITEIT MAASTRICHT
Netherlands
EU contribution
€ 280 000
Address
Minderbroedersberg 4
6200 MD Maastricht
Activity type
Higher or Secondary Education Establishments
Concentris Research Management GmbH
Germany
EU contribution
€ 354 999,99
Address
Ludwigstr. 4
D-82256 Fürstenfeldbruck
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
RESEARCH INSTITUTE AG & CO KG
Austria
EU contribution
€ 175 000
Address
Amundsenstrasse 9
1170 Vienna
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
GNOME DESIGN SRL
Romania
EU contribution
€ 453 000
Address
Str Dako 2A
520014 Sfantu Gheorghe
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
TECHNISCHE UNIVERSITAET MUENCHEN

Participation ended

Germany
EU contribution
€ 660 555,68
Address
Arcisstrasse 21
80333 Muenchen
Activity type
Higher or Secondary Education Establishments