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Comprehensive solutions of healthcare improvement based on the global Registry of Stroke Care Quality

Project description

Global registry of hospital reports for stroke care improvement

RES-Q+ will capitalize on a successful RES-Q (REgistry of Stroke Care Quality) currently used by 80+ EU and other countries around the world for collecting and analysing quality of stroke care. RES-Q+ will by capturing not only in-hospital information but the entire patient pathway including post discharge care. RES-Q+ will automate data entry into registry using NLP with a clinically validated semantic model and will further improve audit and feedback. A standard model will be created for these audit reports using AI. A major expansion is the creation of two new AI-enabled voice assistants, one helping patients provide feedback on their health status and the other assisting physicians in a management of stroke care.

Objective

RES-Q+ will build on the success of RES-Q (REgistry of Stroke Care Quality) - currently, used by many EU countries and 74 worldwide - to improve stroke care quality by collecting and analyzing hospital discharge reports. RES-Q+ will revolutionize these improvements by capturing the whole patient pathway. The solution will combine NLP with a clinically-validated semantic model to automate ingestion of hospital discharge reports in different languages and assist with audit and feedback. This will include creating a standard model for such reports and using AI to impute missing data. Further augmentations include the creation of two novel AI voice assistants, one to help patients provide feedback on their health and the other to help physicians provide high quality care.
We will integrate all these tools into RES-Q+. This will be the basis for a European Open Stroke Data Platform, an open research platform for data aggregation, semantic harmonization and interoperability across European countries to promote the use and re-use of health data. We will facilitate efforts to define a standard European Stroke Hospital Discharge Report Exchange Format as a tool for better secondary use of data and healthcare in general. Consortium legal partners will develop a comprehensive legal and ethical toolbox as guidance towards legal compliance. This will boost wider adoption of such novel AI-based solutions by integrating all current and proposed Union legislation. Our clinical partners will provide medical records and steer the development to maximize clinical utility and validate final solutions. RES-Q+ will be deployed globally to solidify our position as European and global leader in quality improvement. Eventually we will guarantee citizens a similar level of quality control during hospitalizations as when flying in a commercial plane.

Coordinator

USTAV ZDRAVOTNICKYCH INFORMACI A STATISTIKY CESKE REPUBLIKY
Net EU contribution
€ 496 050,50
Address
Palackeho namesti 4
12801 Praha
Czechia

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Region
Česko Praha Hlavní město Praha
Activity type
Public bodies (excluding Research Organisations and Secondary or Higher Education Establishments)
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Total cost
€ 499 896,25

Participants (19)

Partners (1)