Automated full-text screening and accelerated reviews using large language models with context-aware agents: an exploratory analysis in biomarker research
https://zenodo.org/communities/icare4cvd
Prediction or speculation: heart failure models for diabetes
https://zenodo.org/communities/icare4cvd
Patient-reported outcome and experiencemeasures in cardiovascular disease: a scopingreview as part of iCARE4CVD
https://zenodo.org/communities/icare4cvd
Large Language Models for Structured Cardiovascular Data Extraction: A Foundation for Scalable Research and Clinical Applications
https://zenodo.org/communities/icare4cvd/
iCARE4CVD submission to the call for Evidence on the EU Cardiovascular Health Plan

To fully unlock the benefits of personalised medicine and strengthen prevention, early detection, management, and rehabilitation, the ICARE4CVD consortium recommends 5 actions.
CDE-Mapper: Using retrieval-augmented language models for linking clinical data elements to controlled vocabularies

This article explores how CDE-Mapper supports iCARE4CVD by automating clinical data standardisation, improving interoperability and concept alignment for cardiovascular research and care.
Participative Research for Individualised Care in CVD – Study Protocol

This article explores how participatory research is being used within iCARE4CVD to bring patient voices into the heart of decision-making in health care- from identifying meaningful outcomes to shaping digital tools. It also addresses common challenges in sustaining patient involvement over time. Read the full article to see how representative patient panels are helping reimagine CVD care across Europe.
CardioPulse Article (May 2025) – European Heart Journal
The May 2025 issue of the European Heart Journal – CardioPulse features iCARE4CVD as a leading example of pan-European collaboration in cardiovascular health innovation.
AMGEN SAMEN Magazine – Towards Personalised Care for Cardiovascular Patients

How can AI e and data innovation transform the way we treat cardiovascular disease? Read the latest interview with iCARE4CVD’s coordinator Hans-Peter Brunner-La Rocca and Real World Data & Technology Specialist Ronald Vollebregt for AMGEN SAMEN magazine.
iCARE4CVD Submission to EC consultation on medical device and In Vitro diagnostic medical devices regulations

Read the full document below.