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Smart Big Data Platform to Offer Evidence-based Personalised Support for Healthy and Independent Living at Home

Deliverables

Report on SMART BEAR Cloud Enabling Components v1

This deliverable will be a report documenting the components included in D4.1. The task responsible for the development of each of these components, as identified in the description of D4.1, will also be responsible for the provision of the documentation of the component in this deliverable. The delivered solution will cover data analytics and learning capabilities tailored to datasets collected from a first set of the devices used for monitoring participants (KPI-6) and decision support capabilities will cover at least 1 medical area (KPI-9).

Italian-Portuguese Pilot Report v0.5

Evaluation report of the SMART BEAR Pilot of the Pilots

Report on integrated SMART BEAR platform v0.1

A report documenting the integrated platform’s (a) functionalities and any amendments made to its architecture and design, (c) the outcomes of testing the platform and (d) installation, deployment and usage guidelines for the v0.1 of the platform.

Interim Communication, Dissemination, Impact Creation, Exploitation & Standardisation Report

Report on dissemination communication impact creation exploitation and Standardisation activities for the first half of the project It will also include an assessment of the projects progress in terms of the relevant KPIs ie KPI32 KPI33

Ethics Application & Piloting Protocol & Evaluation Framework

This deliverable will include the Piloting protocol, together with the application submitted with all enclosures (such as information letters, recruitment advertisements, consent forms etc.) to the relevant Ethics Committees for approval.

Report on Continuous Security Assurance & Privacy by design - enabling mechanisms v1

This deliverable will be a report documenting the components included in D5.1. The task responsible for the development of each of these components, as identified in the description of D5.1, will also be responsible for the provision of the documentation of the component in this deliverable. The privacy-preserving and secure by design data handling capabilities delivered will ensure at least 2 key security and privacy properties (KPI-14), covering at least 1 data state (KPI-15), as defined in the corresponding security policies (KPI-16) and following relevant guidelines (KPI-17).

SMART BEAR Architecture

This report will provide the overall architecture of the SMART BEAR platform, including @ Home and Backend Cloud instances, and a detailed design specification of the key hardware and software components of it, including their functionalities, interfaces and main security and privacy constraints regarding their use. At least 5 individuals from each pilot site will participate in the process, per KPI-22.

Report on SMART BEAR Cloud Enabling Components v2

This deliverable will be a report documenting the components included in D43 D44 will be an amended version of D42 which will include the documentation of all the new capabilities of the relevant components The task responsible for the development of each of these components for D43 will also be responsible for the provision of the documentation of the component in this deliverable The delivered solution will cover data analytics and learning capabilities tailored to datasets collected from an extended set of the devices used for monitoring participants KPI6 and decision support capabilities will cover at least 3 medical areas KPI9

Evaluation Framework

This deliverable will define the refined set of KPIs criteria and methodology to evaluate the SMART BEAR platform

Report on SMART BEAR @ Home Enabling Components v2

This deliverable will be a report documenting the components included in D33 D34 will be an amended version of D32 which in addition to the material included in D32 will include the documentation of all the new capabilities of the relevant components The task responsible for the development of each of these components will also be responsible for the provision of the documentation of the component in this deliverable The delivered components will include at least 4 heterogeneous devices covered by the monitoring solution KPI1 at least 6 parameters inferred by basic analytics KPI4 application for monitoring participants KPI12 will integrate at least 4 sensing and actuation mechanisms such as those described in Table 2 KPI20

SMART BEAR Requirements

This report will include a prioritised definition of the requirements of the SMART BEAR solution.

Report on integrated SMART BEAR platform v1

A report documenting the integrated platforms a functionalities and any amendments made to its architecture and design c the outcomes of testing the platform and d installation deployment and usage guidelines for the platform The integrated smart adaptive living solution will provide interfaces to the platform for at least 2 types of people KPI21

Communication, Dissemination, Impact Creation, Exploitation & Standardisation plan

This document will describe a concrete plan for SMART BEAR dissemination, communication, Impact Creation, exploitation and standardization activities. It will provide estimations on the activities to be performed, like presentations, papers publications, articles in popular media, participation in standardization bodies etc. It will also provide the project’s business plan.

Report on SMART BEAR @ Home Enabling Components v1

This deliverable will be a report documenting the components included in D3.1. The task responsible for the development of each of these components, as identified in the description of D3.1, will also be responsible for the provision of the documentation of the relevant component in this deliverable. The delivered components will include: at least 2 heterogeneous devices covered by the monitoring solution (KPI-1); at least 3 parameters inferred by basic analytics (KPI-4); application for screening potential participants (KPI-12); will integrate at least 2 sensing and actuation mechanisms such as those described in Table 2 (KPI-20).

Report on Continuous Security Assurance & Privacy by design - enabling mechanisms v2

This deliverable will be a report documenting the components included in D53 D54 will be an amended version of D52 which will include the documentation of all the new capabilities of the relevant components The task responsible for the development of each of these components for D53 will also be responsible for the provision of the documentation of the component in this deliverable The privacypreserving and secure by design data handling capabilities delivered will ensure at least 4 key security and privacy properties KPI14 covering at least 2 data state KPI15 as defined in the corresponding security policies KPI16 and following relevant guidelines KPI17

Interim Stakeholder Engagement Report

Report including all the Stakeholder Engagement activities for the first half of the project It will also include an assessment of the projects progress in terms of the relevant KPIs ie KPI34 reporting on at least on clusteringconcentration activity per the aforementioned KPI

Continuous Security Assurance & Privacy by design - enabling mechanisms v1

This deliverable will include the first version of the implementation of the mechanisms (controls) to ensure the security and privacy of the data held in the SMART platform and the integrity of the platform itself (contributed by T5.1); and the component supporting the continuous assessment of the security and privacy state of the platform (contributed by T5.2).

SMART BEAR @ Home Enabling Components v2

This deliverable will include the second version of the implementation of SMART BEAR @ Home Enabling Components. These components will be the basic SMART BEAR Hub communication software (contributed by T3.1), the monitor (contributed by T3.2), the component supporting the summarization and local analytics of data at the SMART BEAR Hub (contributed by T3.3), and the SMART BEAR mobile application, visualisation and user interfaces (contributed by T3.4).

SMART BEAR @ Home Enabling Components v1

This deliverable will include the first version of the implementation of SMART BEAR @ Home Enabling Components. These components will be the basic SMART BEAR Hub communication software (contributed by T3.1), the monitor (contributed by T3.2), the component supporting the summarization and local analytics of data at the SMART BEAR Hub (contributed by T3.3), and the SMART BEAR mobile application, visualisation and user inter-faces (contributed by T3.4).

Integrated SMART BEAR platform v0.1

This deliverable will provide the first version of the integrated SMART BEAR platform for the Pilot of the Pilots, involving all the first release of components of WP3, WP4 and WP5 developed until M19.

SMART BEAR Cloud Enabling Components v2

This deliverable will include the second version of the components included in D4.1. The task, which had responsibility for developing the earlier version of each of these components for D4.1 will also be responsible for providing the new version of the component in this deliverable.

Integrated SMART BEAR platform v1

This deliverable will provide the first complete version of the integrated SMART BEAR platform involving all the first release of components of WP3 WP4 and WP5 developed until M30

Continuous Security Assurance & Privacy by design - enabling mechanisms v2

This deliverable will include the second version of the components included in D5.1. The task, which had responsibility for developing the earlier version of each of these components for D5.1 will also be responsible for providing the new version of the component in this deliverable.

SMART BEAR Cloud Enabling Components v1

This deliverable will include the first version of the following components of SMART BEAR: the data repository (contributed by T4.1); the language for specifying the SMART BEAR analytics, intervention decision making and user personalization models, the tool enabling the specification of models using this language, and actual models of these three types (contributed by T4.2); the core data analytics component needed to support the processing of both static and dynamic data (contributed by T4.2); the decision support system (contributed by T4.3); the big data analytics engine (contributed by T4.4); and the intervention assessment component (contributed by T4.5), and the visualisation component (contributed by T4.6).

Publications

Reference Architectures, Platforms, and Pilots for European Smart and Healthy Living—Analysis and Comparison

Author(s): Andrej Grguric, Omar Khan, Ana Ortega-Gil, Evangelos K. Markakis, Konstantin Pozdniakov, Christos Kloukinas, Alejandro M. Medrano-Gil, Eugenio Gaeta, Giuseppe Fico, and Konstantina Koloutsou.
Published in: Electronics, Issue 10(14), 2021, Page(s) 1616, ISSN 2079-9292
Publisher: MDPI
DOI: 10.3390/electronics10141616

Older Adults’ and Clinicians’ Perspectives on a Smart Health Platform for the Aging Population: Design and Evaluation Study

Author(s): Diana Trojaniello; Alessia Cristiano; Sara De Silvestri; Stela Musteata; Alberto Sanna; Valerio Bellandi; Paolo Ceravolo; Matteo Cesari; Domenico Azzolino
Published in: JMIR Aging, Issue 5(1), 2022, Page(s) e29623, ISSN 2561-7605
Publisher: JMIR Publications
DOI: 10.2196/29623

Profiling hearing aid users through big data explainable artificial intelligence techniques

Author(s): Eleftheria Iliadou; Qiqi Su; Dimitrios Kikidis; Thanos Bibas; Christos Kloukinas
Published in: Frontiers in Neurology, Issue 13, 2022, Page(s) 1-17, ISSN 1664-2295
Publisher: Frontiers Research Foundation
DOI: 10.3389/fneur.2022.933940

A methodology to engineering continuous monitoring of intrinsic capacity for elderly people

Author(s): Valerio Bellandi; Paolo Ceravolo; Ernesto Damiani; Samira Maghool; Matteo Cesari; Ioannis Basdekis; Eleftheria Iliadou; Mircea Dan Marzan
Published in: Complex & Intelligent Systems, Issue 8, 2022, Page(s) 3953–3971, ISSN 2199-4536
Publisher: Springer
DOI: 10.1007/s40747-022-00775-w

A design methodology for matching smart health requirements

Author(s): Valerio Bellandi, Paolo Ceravolo, Alessia Cristiano, Ernesto Damiani, Alberto Sanna, Diana Trojaniello
Published in: Concurrency and Computation: Practice and Experience, 2020, Page(s) e6062, ISSN 1532-0626
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/cpe.6062

El derecho de acceso a los datos relativos a la salud después del fallecimiento del titular

Author(s): LANDA REZA, Idoia
Published in: Revista Chilena de Derecho y Nuevas Tecnologías, Issue 12, 2023, Page(s) 1-6, ISSN 0719-2584
Publisher: Revista Chilena de Derecho y Nuevas Tecnologías
DOI: 10.5354/0719-2584.2023.71020

A Big Data Infrastructure in Support of Healthy and Independent Living: A Real Case Application

Author(s): Bellandi, V.
Published in: Intelligent Systems Reference Library, Issue 229, 2022, ISBN 978-3-031-11170-9
Publisher: Springer
DOI: 10.1007/978-3-031-11170-9_5

IoT Platform for Ageing Society: the SMART BEAR Project

Author(s): Cristiano, A.; De Silvestri, S.; Musteata, S.; Sanna, A.; Trojaniello, D.; Bellandi, V.; Ceravolo, P.; Cesari, M.
Published in: eTELEMED 2021, The Thirteenth International Conference on eHealth, Telemedicine, and Social Medicine, 2021, Page(s) 45-49, ISBN 978-1-61208-872-3
Publisher: IARIA

Biosensors and Internet of Things in smart healthcare applications: challenges and opportunities

Author(s): Maria Pateraki, Konstantinos Fysarakis, Vangelis Sakkalis, Georgios Spanoudakis, Iraklis Varlamis, Michail Maniadakis, Manolis Lourakis, Sotiris Ioannidis, Nicholas Cummins, Björn Schuller, Evangelos Loutsetis, Dimitrios Koutsouris
Published in: Wearable and Implantable Medical Devices, Issue Volume 7 in Advances in ubiquitous sensing applications for healthcare, 2020, Page(s) 25-53, ISBN 9780128153697
Publisher: Elsevier
DOI: 10.1016/b978-0-12-815369-7.00002-1

Healthier and Independent Living of the Elderly: Interoperability in a Cross-Project Pilot

Author(s): Agostinho, C.; Pimenta, A.; Marques, M.; Tsiouris, K.M.; Kalatzis, F.; Nikitas, C.; Iliadou, E.; Occhipinti, M.; Kouris, I.; Koutsouris, D.; Basdekis, I.; Koloutsou, K.; Gallo, L.; De Pietro, G.; Jardim-Goncalves, R.
Published in: CEUR Workshop Proceedings, Issue 3214, 2022
Publisher: Sun SITE Central Europe (CEUR)

Overview of the SMART-BEAR Technical Infrastructure

Author(s): Vadim Peretokin; Ioannis Basdekis; Ioannis Kouris; Jonatan Maggesi; Mario Sicuranza; Qiqi Su; Alberto Acebes; Anca Bucur; Vinod Mukkala; Konstantin Pozdniakov; Christos Kloukinas; Dimitrios Koutsouris; Elefteria Iliadou; Ioannis Leontsinis; Luigi Gallo; Giuseppe De Pietro; George Spanoudakis
Published in: Proceedings of the 8th International Conference on Information and Communication Technologies for Ageing Well and e-Health - ICT4AWE, 2022, Page(s) 117-125, ISBN 978-989-758-566-1
Publisher: SciTePress
DOI: 10.5220/0011082700003188

A Case Study in Smart Healthcare Platform Design

Author(s): Valerio Bellandi, Paolo Ceravolo, Maryam Ehsanpour
Published in: 2020 IEEE World Congress on Services (SERVICES), 2020, Page(s) 7-12, ISBN 978-1-7281-8203-2
Publisher: IEEE
DOI: 10.1109/services48979.2020.00015

Engineering Continuous Monitoring of Intrinsic Capacity for Elderly People

Author(s): Valerio Bellandi, Ioannis Basdekis, Paolo Ceravolo, Matteo Cesari, Ernesto Damiani, Eleftheria Iliadou, Mircea Dan Marzan, Samira Maghool
Published in: 2021 IEEE International Conference on Digital Health, 2021, Page(s) 166-171, ISBN 978-1-6654-1685-6
Publisher: IEEE
DOI: 10.1109/icdh52753.2021.00030

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