CORDIS - EU research results
CORDIS

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

Project description

A smart personalised diagnostics and therapeutic solution for sleep disordered breathing

Obstructive sleep apnea (OSA) is the most frequently encountered sleep disordered breathing disorder, associated with various health complications such as a high risk of heart disease, hypertension and daytime sleepiness. Despite its negative impact and various comorbidities, OSA remains poorly diagnosed and ineffectively treated. The EU-funded SLEEP REVOLUTION project is introducing an approach based on machine learning to assess OSA severity and treatment needs. Through a set of wearables and a digital management platform, the project aims to bring together researchers, patients and healthcare professionals to provide an up-to-date method of accurate OSA diagnosis and optimal treatment.

Objective

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 Furthermore, the clinical methods for analyzing PSG signals are outdated, expensive and laborious.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

Call for proposal

H2020-SC1-BHC-2018-2020

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Sub call

H2020-SC1-2020-Single-Stage-RTD

Coordinator

HASKOLINN I REYKJAVIK EHF
Net EU contribution
€ 6 022 780,00
Address
MENNTAVEGUR 1
102 REYKJAVIK
Iceland

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Region
Ísland Ísland Höfuðborgarsvæði
Activity type
Higher or Secondary Education Establishments
Links
Total cost
€ 6 022 780,00

Participants (38)