European Commission logo
français français
CORDIS - Résultats de la recherche de l’UE
CORDIS

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

Description du projet

DE EN ES FR IT PL

Un diagnostic personnalisé intelligent et une solution thérapeutique pour les troubles respiratoires du sommeil

Le syndrome d’apnées obstructives du sommeil (SAOS) est le trouble respiratoire du sommeil le plus fréquemment rencontré. Il est associé à diverses complications sanitaires, notamment un risque élevé de maladie cardiaque, d’hypertension et de somnolence diurne. Malgré ses effets néfastes et ses diverses comorbidités, le SAOS reste mal diagnostiqué et traité de manière inefficace. Le projet SLEEP REVOLUTION, financé par l’UE, introduit une approche basée sur l’apprentissage automatique pour évaluer la gravité du SAOS et les besoins en matière de traitement. Grâce à un ensemble de dispositifs portables et à une plateforme de gestion numérique, le projet a pour objectif de réunir chercheurs, patients et professionnels de la santé en vue de proposer une méthode actualisée permettant un diagnostic précis du SAOS ainsi qu’un traitement optimal.

Objectif

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 Furthermore, the clinical methods for analyzing PSG signals are outdated, expensive and laborious.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.

Champ scientifique

Mots‑clés

Programme(s)

Thème(s)

Appel à propositions

H2020-SC1-BHC-2018-2020

Voir d’autres projets de cet appel

Sous appel

H2020-SC1-2020-Single-Stage-RTD

Régime de financement

RIA - Research and Innovation action

Coordinateur

HASKOLINN I REYKJAVIK EHF
Contribution nette de l'UE
€ 6 022 780,00
Adresse
MENNTAVEGUR 1
102 REYKJAVIK
Islande

Voir sur la carte
Région
Ísland Ísland Höfuðborgarsvæði
Type d’activité
Higher or Secondary Education Establishments
Liens
Coût total
€ 6 022 780,00

Participants (38)

Partager cette page

Télécharger

Dernière mise à jour: 27 Février 2024

Mon livret

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

European Union, 2024