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Revolution of sleep diagnostics and personalized health care based on digital diagnostics and therapeutics with health data integration

Descrizione del progetto

DE EN ES FR IT PL

Una soluzione intelligente personalizzata per la diagnostica e la terapia dei disturbi respiratori del sonno

La sindrome delle apnee ostruttive nel sonno è il disturbo respiratorio del sonno più frequentemente riscontrato, correlato a diverse complicazioni sanitarie quali un elevato rischio di cardiopatia, ipertensione e sonnolenza diurna. Malgrado il suo impatto negativo e diverse comorbilità, tale sindrome rimane poco diagnosticata e trattata senza efficacia. Il progetto SLEEP REVOLUTION, finanziato dall’UE, sta introducendo un approccio basato sull’apprendimento automatico per valutare la gravità e le esigenze terapeutiche della sindrome delle apnee ostruttive nel sonno. Tramite un insieme di dispositivi indossabili e una piattaforma digitale per la gestione, il progetto mira a unire ricercatori, pazienti e operatori sanitari per offrire un metodo aggiornato per la diagnosi accurata e il trattamento ottimale di questa sindrome.

Obiettivo

Obstructive sleep apnea (OSA) is associated with various negative health consequences including increased risk of heart disease, hypertension and daytime sleepiness causing road accidents. The economic burden of OSA is rising as almost 1 billion people worldwide are estimated to have OSA. The current diagnostic metric, however, relates poorly to these symptoms and comorbidities. It merely measures the frequency of breathing cessations without assessing OSA severity in any other physiologically relevant way. Furthermore, the clinical methods for analyzing PSG signals are outdated, expensive and laborious. Due to this, the majority of OSA patients remain without diagnosis or have an inaccurate diagnosis leading to sub-optimal treatment. Thus, it is evident that more personalized diagnostics are required including predictive and preventive health care and patient participation.
The SLEEP REVOLUTION aims to develop machine learning techniques to better estimate OSA severity and treatment needs to improve health outcomes and quality of life. These techniques are implemented to high-end wearables developed in this project to alleviate the costs and increase the availability of PSGs. Finally, we aim to design a digital platform that functions as a bridge between researchers, patients and healthcare professionals.

We will achieve these ambitious goals throughout extensive collaboration between sleep specialists, computer scientists and industry partners. The collaboration network consists of over 30 sleep centers working together to provide the needed retrospective data (over 10.000 sleep studies). The multi-center prospective trials involve experts and end-users to assess and validate the new SLEEP REVOLUTION diagnostic algorithms, wearables and platforms. With the commitment of the European Sleep Research Society and Assembly of National Sleep Societies (over 8000 members), we have the unique possibility to create new standardized guidelines for sleep medicine in the EU.

Campo scientifico (EuroSciVoc)

CORDIS classifica i progetti con EuroSciVoc, una tassonomia multilingue dei campi scientifici, attraverso un processo semi-automatico basato su tecniche NLP.

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Parole chiave

Programma(i)

Argomento(i)

Invito a presentare proposte

H2020-SC1-BHC-2018-2020

Vedi altri progetti per questo bando

Bando secondario

H2020-SC1-2020-Single-Stage-RTD

Meccanismo di finanziamento

RIA - Research and Innovation action

Coordinatore

HASKOLINN I REYKJAVIK EHF
Contribution nette de l'UE
€ 6 022 780,00
Indirizzo
MENNTAVEGUR 1
102 Reykjavik
Islanda

Mostra sulla mappa
Tipo di attività
Higher or Secondary Education Establishments
Collegamenti
Costo totale
€ 6 022 780,00

Partecipanti (39)

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Ultimo aggiornamento: 13 Agosto 2024

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Permalink: https://cordis.europa.eu/project/id/965417/it

European Union, 2025