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The paper describes a cloud-based platform that utilizes Artificial Intelligence (AI) and Explainable AI techniques to deliver evidence-based, personalized interventions to individuals over 65 suffering or at risk of hearing loss, cardiovascular disease, cognitive impairments, balance disorders, or mental health issues, while supporting efficient remote monitoring and clinician-driven guidance. As part of the SMART BEAR integrated project, this platform has been developed to support its large-scale clinical trials. The platform consists of a standards-based data harmonization and management layer, as well as a security component, a Big Data Analytics system, a Clinical Decision Support system, and a dashboard component to facilitate efficient data collection across pilot sites.

The SMART BEAR Project: An Overview of Its Infrastructure

Mario Sicuranza;Luigi Gallo;Giuseppe De Pietro;
2023

Abstract

The paper describes a cloud-based platform that utilizes Artificial Intelligence (AI) and Explainable AI techniques to deliver evidence-based, personalized interventions to individuals over 65 suffering or at risk of hearing loss, cardiovascular disease, cognitive impairments, balance disorders, or mental health issues, while supporting efficient remote monitoring and clinician-driven guidance. As part of the SMART BEAR integrated project, this platform has been developed to support its large-scale clinical trials. The platform consists of a standards-based data harmonization and management layer, as well as a security component, a Big Data Analytics system, a Clinical Decision Support system, and a dashboard component to facilitate efficient data collection across pilot sites.
2023
Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR
Inglese
Maciaszek, Leszek A.; Mulvenna, Maurice D.; Ziefle, Martina
Information and Communication Technologies for Ageing Well and e-Health
7th International Conference, ICT4AWE 2021, Virtual Event, April 24-26, 2021, and 8th International Conference, ICT4AWE 2022, Virtual Event, April 23-25, 2022, Revised Selected Papers
408
425
978-3-031-37496-8
https://link.springer.com/chapter/10.1007/978-3-031-37496-8_21
Sì, ma tipo non specificato
April 24-26, 2021
Cloud
AI
Semantic interoperability
HL7 FHIR
Healthcare
GDPR
Evidence-based
Ageing
Hearing loss
Cardiovascular disease
Balance disorder
2-s2.0-85169025747
17
restricted
Su, Qiqi; Peretokin, Vadim; Basdekis, Ioannis; Kouris, Ioannis; Maggesi, Jonatan; Sicuranza, Mario; Acebes, Alberto; Bucur, Anca; Jaswanth Roy Mukkala...espandi
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
   Smart Big Data Platform to Offer Evidence-based Personalised Support for Healthy and Independent Living at Home
   SMART BEAR
   H2020
   857172
04.01 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/460644
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