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EXA MODE SIGNED

EXtreme-scale Analytics via Multimodal Ontology Discovery & Enhancement

Total Cost €

EC-Contrib. €

Partnership

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EXA MODE project word cloud

Explore the words cloud of the EXA MODE project. It provides you a very rough idea of what is the project "EXA MODE" about.

representations refined human speed sources diagnostic throughput middleware extreme prototypes analytics scope stand entities compress precludes data document visualized volumes tools reports exploited supervised naturally discovery ing classify gt decision easier labeled develops precise exabytes annotated networks solves compression aligned distributed interaction 2000 exascale semantic size homogeneous multimodal analytic architectures relations accelerate nature nbsp predictions 2020 models acquisition releases faster modal performed fused exa mode learning limiting industry deep ontologies extracts improves healthcare media extract heterogeneity medical tests commercial fast heterogeneous ict12 release segment diverse extraction visualize images hospitals

Project "EXA MODE" data sheet

The following table provides information about the project.

Coordinator	HAUTE ECOLE SPECIALISEE DE SUISSE OCCIDENTALE Organization address address: Route de Moutier 14 city: DELEMONT postcode: 2800 website: www.hes-so.ch contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	Switzerland [CH]
Total cost	4˙333˙281 €
EC max contribution	4˙333˙281 € (100%)
Programme	1. H2020-EU.2.1.1. (INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT))
Code Call	H2020-ICT-2018-2
Funding Scheme	RIA
Starting year	2019
Duration (year-month-day)	from 2019-01-01 to 2022-12-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	HAUTE ECOLE SPECIALISEE DE SUISSE OCCIDENTALE HAUTE ECOLE SPECIALISEE DE SUISSE OCCIDENTALE Organization address address: Route de Moutier 14 city: DELEMONT postcode: 2800 website: www.hes-so.ch contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	CH (DELEMONT)	coordinator	851˙875.00
2	STICHTING KATHOLIEKE UNIVERSITEIT STICHTING KATHOLIEKE UNIVERSITEIT Organization address address: GEERT GROOTEPLEIN NOORD 9 city: NIJMEGEN postcode: 6525 EZ website: www.radboudumc.nl contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (NIJMEGEN)	participant	675˙156.00
3	SIRMA AI EAD SIRMA AI EAD Organization address address: 135 TSARIGRADSKO SHOSE BLVD city: SOFIA postcode: 1784 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	BG (SOFIA)	participant	618˙250.00
4	MICROSCOPEIT SP ZOO MICROSCOPEIT SP ZOO Organization address address: UL. AL. KASZTANOWA 3A-5 city: WROCLAW postcode: 53 125 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	PL (WROCLAW)	participant	604˙000.00
5	SURFSARA BV SURFSARA BV Organization address address: SCIENCE PARK 140 city: AMSTERDAM postcode: 1098XG website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (AMSTERDAM)	participant	562˙250.00
6	UNIVERSITA DEGLI STUDI DI PADOVA UNIVERSITA DEGLI STUDI DI PADOVA Organization address address: VIA 8 FEBBRAIO 2 city: PADOVA postcode: 35122 website: www.unipd.it contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (PADOVA)	participant	516˙250.00
7	AZIENDA OSPEDALIERA PER L EMERGENZA CANNIZZARO AZIENDA OSPEDALIERA PER L EMERGENZA CANNIZZARO Organization address address: VIA MESSINA 829 city: CATANIA postcode: 95126 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IT (CATANIA)	participant	502˙500.00
8	ONTOTEXT AD ONTOTEXT AD Organization address address: TSARIGRADSKO SHOSE 135 city: SOFIA postcode: 1784 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	BG (SOFIA)	participant	3˙000.00

Map

Project objective

Exascale volumes of diverse data from distributed sources are continuously produced. Healthcare data stand out in the size produced (production 2020 >2000 exabytes), heterogeneity (many media, acquisition methods), included knowledge (e.g. diagnostic reports) and commercial value. The supervised nature of deep learning models requires large labeled, annotated data, which precludes models to extract knowledge and value. EXA MODE solves this by allowing easy & fast, weakly supervised knowledge discovery of exascale heterogeneous data provided by the partners, limiting human interaction. Its objectives include the development and release of extreme analytic methods and tools, that are adopted in decision making by industry and hospitals. Deep learning naturally allows to build semantic representations of entities and relations in multimodal data. Knowledge discovery is performed via document-level semantic networks in text and the extraction of homogeneous features in heterogeneous images. The results are fused, aligned to medical ontologies, visualized and refined. Knowledge is then applied using a semantic middleware to compress, segment and classify images and it is exploited in decision support and semantic knowledge management prototypes. EXA MODE is relevant to ICT12 in several aspects: 1) Challenge: it extracts knowledge and value from heterogeneous quickly increasing data volumes. 2) Scope: the consortium develops and releases new methods and concepts for extreme scale analytics to accelerate deep analysis also via data compression, for precise predictions, support decision making and visualize multi-modal knowledge. 3) Impact: the multi-modal/media semantic middleware makes heterogeneous data management & analysis easier & faster, it improves architectures for complex distributed systems with better tools increasing speed of data throughput and access, as resulting from tests in extreme analysis by industry and in hospitals.

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The information about "EXA MODE" are provided by the European Opendata Portal: CORDIS opendata.