Skip to main content

EXtreme-scale Analytics via Multimodal Ontology Discovery & Enhancement

Project description

Application of extreme analytic methods in healthcare

Exascale volumes of diverse healthcare data stand out in size (the 2020 production exceeded 2 000 exabytes), heterogeneity (numerous media and acquisition methods), knowledge (diagnostic reports) and commercial value. The supervised nature of deep learning models requires large labelled, annotated data, preventing models from extracting knowledge and value. The aim of the EU-funded EXA MODE project is to allow easy and fast, weakly supervised knowledge discovery of exascale heterogeneous data, limiting human interaction. The project objectives include the development and release of new methods and tools for extreme-scale analytics for precise predictions, supporting decision making by industry and hospitals. The multimodal semantic middleware will offer easier and faster management and analysis of heterogeneous data, improving architectures for complex distributed systems and increasing the speed of data throughput and access.

Call for proposal

H2020-ICT-2018-2
See other projects for this call

Leaflet | Map data © OpenStreetMap contributors, Credit: EC-GISCO, © EuroGeographics for the administrative boundaries

Coordinator

HAUTE ECOLE SPECIALISEE DE SUISSE OCCIDENTALE
Address
Route De Moutier 14
2800 Delemont
Switzerland
Activity type
Higher or Secondary Education Establishments
EU contribution
€ 851 875

Participants (7)

UNIVERSITA DEGLI STUDI DI PADOVA
Italy
EU contribution
€ 516 250
Address
Via 8 Febbraio 2
35122 Padova
Activity type
Higher or Secondary Education Establishments
ONTOTEXT AD

Participation ended

Bulgaria
EU contribution
€ 3 000
Address
Tsarigradsko Shose 135
1784 Sofia
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
STICHTING RADBOUD UNIVERSITEIT
Netherlands
EU contribution
€ 675 156
Address
Houtlaan 4
6525 XZ Nijmegen
Activity type
Higher or Secondary Education Establishments
MICROSCOPEIT SP ZOO
Poland
EU contribution
€ 604 000
Address
Kutnowska 1-3
53 135 Wroclaw
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
AZIENDA OSPEDALIERA PER L EMERGENZA CANNIZZARO
Italy
EU contribution
€ 502 500
Address
Via Messina 829
95126 Catania
Activity type
Public bodies (excluding Research Organisations and Secondary or Higher Education Establishments)
SURF BV
Netherlands
EU contribution
€ 562 250
Address
Science Park 140
1098 XG Amsterdam
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
SIRMA AI EAD
Bulgaria
EU contribution
€ 618 250
Address
135 Tsarigradsko Shose Blvd
1784 Sofia
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)