DataTools4Heart

We are pleased to contribute to #ACL2026 by organising the #MultiClinAI shared task in collaboration with the SMM4H-HeaRD workshop. temu.bsc.es/MultiClinAI/ zenodo.org/records/190980… datatools4heart.eu

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The DataTools4Heart consortium held its 42nd meeting to review progress and coordinate the next steps of the project. Partners discussed tool integration, clinical use cases, data management, and upcoming milestones as the project moves towards its final phase. #DataTools4Heart

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💡 Advancing cardiovascular research with federated data infrastructure: Our Metadata Catalogue now connects 8 European hospitals, enabling AI-powered cohort discovery and privacy-preserving analysis across sites, collaboration at scale - without moving the data.

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💡 The first draft of the EU GDPR Code of Conduct for health data sharing and reuse in medical research has been released! The DataTools4Heart Consortium has opened a public consultation. Please provide feedback by 30 June 2026. Help shape the future of health data governance!

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💡 📌 DataTools4Heart's Common Data Model harmonises cardiology data across Europe using HL7 FHIR. 30 FHIR profiles, 8 real-world EHR sites, 1 unified semantically interoperable format – advancing cardiovascular research through standardisation and interoperability.

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@PanettaLawFirm @regionstockholm @ucl @Siemens @UMCUtrecht 
@VHIR_ @Translated

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@PanettaLawFirm @regionstockholm @ucl @Siemens @UMCUtrecht 
@VHIR_ @Translation

21–22 November, ESC AI & Digital Health 2025 with our DataTools4Heart partners! This event brought together leading experts in artificial intelligence, digital innovation, and cardiovascular research, and the DataTools4Heart Consortium was proudly represented. #DataTools4Heart

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@PanettaLawFirm @regionstockholm @ucl @Siemens @UMCUtrecht 
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💙 Patients are co-designing the future of AI in healthcare! The AI Patient Crew Pilot from the EU-funded #DataTools4Heart project brought heart failure patients & researchers together to build trustworthy, human-centered AI tools. 👉 datatools4heart.eu/2025/11/05/ai-…

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🚀 Milestone reached!
We’ve implemented, optimised, and tested 3 Federated Learning innovations across our network:
🔹 Centre Dropout
🔹 Unbiased Aggregation
🔹 Uncertainty-Awareness Read the full details on Zenodo 👉 datatools4heart.eu/publications/

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Claudio Capelli (@Lynkeus_Rome), Michele Miranda (@Translation), Konstantinos Kechagias (@athenaRICinfo) made a compelling presentation on synthetic data (SD).

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@VHIR_ @Translation

The second day of the DT4H consortium meeting has started with discussions with European Commission members, Jana Makedonska and other colleagues, Beatrice Bressan (@Lynkeus_Rome), Lorenzo Cristofaro (@PanettaLawFirm) on the DT4H platform sustainability and exploitable assets.