Synthetic hEalthcare dAta goveRnanCe Hub

Información del proyecto

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Identificador del acuerdo de subvención: 101172997

DOI

10.3030/101172997

Fecha de la firma de la CE 13 Septiembre 2024

Fecha de inicio 1 Octubre 2024

Fecha de finalización 30 Septiembre 2028

Financiado con arreglo a

• Health

Coste total

€ 13 573 062,50

Aportación de la UE

€ 7 916 214,30

Coordinado por

THE PROVOST, FELLOWS, FOUNDATION SCHOLARS & THE OTHER MEMBERS OF BOARD, OF THE COLLEGE OF THE HOLY & UNDIVIDED TRINITY OF QUEEN ELIZABETH NEAR DUBLIN
Ireland

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (7)

Data Requirements and Interoperability Specifications v1

Initial report on data requirements and interoperability specifications.Input to KER1

Dissemination, Standardization & Joint Activities Report v1

Report on the outcomes of T6.1, T6.2, T6.3 and T6.4.

Regulatory Alignment Framework v1

The regulatory/HTA requirements.

Dissemination, Exploitation and Communication Plan

Initial DEC planning

User and Technical Requirements Analysis v1

Interim version of the user and technical requirements definition and analysis.

Data Requirements and Interoperability Specifications v2

Final report on data requirements and interoperability specifications.Input to KER1

User and Technical Requirements Analysis v2

Final version of the user and technical requirements definition and analysis.

Other (1)

Dataset Mapping and Data Usability Procedures v1

Definition of the synthetics datasets for the federated data network.

Publicaciones

Peer reviewed articles (8)

Clinical evaluation of medical image synthesis: a case study in wireless capsule endoscopy

Autores: Panagiota Gatoula, Dimitrios E. Diamantis, Anastasios Koulaouzidis, Cristina Carretero, Stefania Chetcuti-Zammit, Pablo Cortegoso Valdivia, Begoña González-Suárez, Alessandro Mussetto, John Plevris, Alexander Robertson, Bruno Rosa, Ervin Toth, Dimitris K. Iakovidis
Publicado en: Scientific Reports, Edición 15, 2025, ISSN 2045-2322
Editor: Springer Science and Business Media LLC
DOI: 10.1038/S41598-025-14359-4

Verifiability and Privacy in Federated Learning through Context-Hiding Multi-Key Homomorphic Authenticators

Autores: Simone Bottoni; Giulio Zizzo; Stefano Braghin; Alberto Trombetta
Publicado en: Proceedings of the IEEE/ACM 12th International Conference on Big Data Computing, Applications and Technologies, 2025, ISSN 2836-8606
Editor: Association for Computing Machinery
DOI: 10.1145/3773276.3775246

Evaluating artificial intelligence-enabled medical tests in cardiology: Best practice

Autores: Jonas L. Isaksen, Malene Nørregaard, Martin Manninger, Dobromir Dobrev, Thomas Jespersen, Ben Hermans, Jordi Heijman, Gernot Plank, Daniel Scherr, Thomas Pock, Vajira Thambawita, Michael A. Riegler, Jørgen K. Kanters, Dominik Linz
Publicado en: IJC Heart & Vasculature, Edición 60, 2025, ISSN 2352-9067
Editor: Elsevier BV
DOI: 10.1016/J.IJCHA.2025.101783

MAD-MAX: Modular And Diverse Malicious Attack MiXtures for Automated LLM Red Teaming

Autores: Schoepf, Stefan; Hameed, Muhammad Zaid; Rawat, Ambrish; Fraser, Kieran; Zizzo, Giulio; Cornacchia, Giandomenico; Purcell, Mark
Publicado en: CoRR, 2025, ISSN 2640-3498
Editor: International Conference on Machine Learning
DOI: 10.5281/ZENODO.18631070

Scientific Reports

Autores: Panagiota Gatoula; Dimitrios E. Diamantis; Anastasios Koulaouzidis; Cristina Carretero; Stefania Chetcuti-Zammit; Pablo Cortegoso Valdivia; Begoña González-Suárez; Alessandro Mussetto; John Plevris; Alexander Robertson; Bruno Rosa; Ervin Toth; Dimitris K. Iakovidis
Publicado en: Scientific Reports, 2025, ISSN 2045-2322
Editor: Springer Nature
DOI: 10.1038/S41598-025-14359-4

Evaluating artificial intelligence-enabled medical tests in cardiology: Best practice

Autores: Jonas L. Isaksen, Malene Nørregaard, Martin Manninger, Dobromir Dobrev, Thomas Jespersen, Ben Hermans, Jordi Heijman, Gernot Plank, Daniel Scherr, Thomas Pock, Vajira Thambawita, Michael A. Riegler, Jørgen K. Kanters, Dominik Linz
Publicado en: IJC Heart & Vasculature, Edición 60, 2026, ISSN 2352-9067
Editor: Elsevier BV
DOI: 10.1016/J.IJCHA.2025.101783

In-Context Bias Propagation in LLM-Based Tabular Data Generation

Autores: Garcia Recasens, Pol; Gutierrez-Torre, Alberto; Torres, Jordi; Berral-García, Josep Lluís; Carnerero-Cano, Javier; Halimi, Anisa; Fraser, Kieran
Publicado en: CoRR, 2025, ISSN 2640-3498
Editor: International Conference on Machine Learning (ICML 2025)
DOI: 10.5281/ZENODO.18630700

Pooling cohorts for deep learning analysis: a potential source of bias for electrocardiogram analysis

Autores: Marie Mørch-Pedersen, Malene Nørregaard, Claus Graff, Oliver B. Vad, Pia R. Lundegaard, Jesper Hastrup Svendsen, Torben Hansen, Allan Linneberg, Peter G. Jørgensen, Magnus T. Jensen, Peter Rossing, Christina Ellervik, Dominik Linz, Vajira Thambawita, Mary M. Maleckar, Michael A. Riegler, Jørgen K. Kanters, Jonas L. Isaksen
Publicado en: Biomedical Signal Processing and Control, Edición 122, 2026, ISSN 1746-8094
Editor: Elsevier BV
DOI: 10.1016/J.BSPC.2026.110424

Conference proceedings (5)

MAD-MAX: Modular And Diverse Malicious Attack MiXtures for Automated LLM Red Teaming

Autores: Stefan Schoepf, Muhammad Zaid Hameed, Ambrish Rawat, Kieran Fraser, Giulio Zizzo, Giandomenico Cornacchia, Mark Purcell
Publicado en: arXiv, 2025, ISSN 2331-8422
Editor: Cornell University Library

Leveraging Unlabeled Scans for NCCT Image Segmentation in Early Stroke Diagnosis: A Semi-Supervised GAN Approach

Autores: Maria Thoma, Michalis A. Savelonas, Dimitris K. Iakovidis
Publicado en: 2025 IEEE 25th International Conference on Bioinformatics and Bioengineering (BIBE), 2025
Editor: IEEE
DOI: 10.5281/ZENODO.18615043

Multiscale Vector-Quantized Variational Autoencoder for Endoscopic Image Synthesis

Autores: Dimitrios E. Diamantis, Dimitris K. Iakovidis
Publicado en: IEEE International Conference on Imaging Systems and Techniques (IST 2025), Strasburg, France, 2025
Editor: IEEE
DOI: 10.5281/ZENODO.18614982

In-Context Bias Propagation in LLM-Based Tabular Data Generation

Autores: Pol G.Recasens, Alberto Gutierrez, Jordi Torres, Josep.Ll Berral, Anisa Halimi, Kieran Fraser
Publicado en: arXiv, 2025, ISSN 2331-8422
Editor: Cornell University
DOI: 10.48550/ARXIV.2506.09630

Is synthetic image augmentation useful for imbalanced classification problems? Case-study on the MIDOG2025 atypical cell detection competition

Autores: Leire Benito-Del-Valle, Pedro A. Moreno-Sánchez, Itziar Egusquiza, Itsaso Vitoria, Artzai Picón, Cristina López-Saratxaga, Adrian Galdran
Publicado en: arXiv, 2025, ISSN 2331-8422
Editor: Cornell University