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.

Fields of science

• natural sciences › computer and information sciences › knowledge engineering › ontology
• natural sciences › computer and information sciences › artificial intelligence › machine learning › deep learning

Programme(s)

• H2020-EU.2.1.1. - INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Topic(s)

• ICT-12-2018-2020 - Big Data technologies and extreme-scale analytics

Call for proposal

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

Funding Scheme

RIA - Research and Innovation action

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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)