Result

D7.1 Initial CDP and CDEP establishment

D2.1 SoA of FL-tailored AI models, PET methods and tools

D7.5 Project website launch

Data:

24/08/2024

RESEARCH ARTICLE - The Role of Radiomics in the Prediction of Clinically Significant Prostate Cancer in the PI-RADS v2 and v2.1 Era: A Systematic Review

Data:

21/12/2024

RESEARCH ARTICLE - Iterative Application of UMAP-Based Algorithms for Fully Synthetic Healthcare Tabular Data Generation

Data:

8/12/2024

RESEARCH ARTICLE - Using UMAP for Partially Synthetic Healthcare Tabular Data Generation and Validation

Data:

30/12/2025

RESEARCH ARTICLE - Survey on cancer patients’ attitudes towards AI and data protection: A cross-sectional study from an Italian cancer center

D3.2 - Bi and multi parametric MRIsynthetic data generation

D6.1 - Legal and ethics compliance report

D7.2 - Updated CDPC, DEP establishment

Data:

10/04/2026

RESEARCH ARTICLE - European validation of the Barcelona magnetic resonance predictive model for significant prostate cancer detection in prostate biopsies

Data:

24/04/2026

RESEARCH ARTICLE - Rethinking Trust in Synthetic Health Data: Lessons from Seven European Research Initiatives

D9.2 - Report and documentation of new federated fine-tuning and distillation algorithms

D9.1 Algorithm Report

D9.3 - Efficient FL Algorithms

D7.3 - Patient empowerment report

D6.2 - GDPR guidelines for FL implementations final

D6.5 - HL7 FHIR Contributions

D3.1 - Structured synthetic health data

Data:

19/03/2026

RESEARCH ARTICLE - Anonymization, accountability, and access: legal dimensions of health data sharing in federated networks. Perspectives from empirical study

Data:

24/04/2026

RESEARCH ARTICLE - Combined radiomics, PI-RADS, and clinical model improve significant prostate cancer prediction and guide biopsy decision

Data:

14/03/2026

RESEARCH ARTICLE - 3D-StyleGAN2-ADA: Volumetric Synthesis of Realistic Prostate T2W MRI, C. Giardina, V. Vilaplana. Published in Journal of Imaging, 12(3), 130

PROCEEDINGS - 3D MTransINR: a 3D Modality Translation Model Based on Implicit Neural Representations. M. Ysern, V. Vilaplana. Spanish Society of Artificial Intelligence in Biomedicine Conference (IABiomed).

PROCEEDINGS - Anatomically Guided 3D Diffusion Models for Synthetic Prostate MRI Generation, C. Giardina, S. Vila-Bagaria, C. Albornés, M. Pardàs, V. Vilaplana. MICCAI Workshop on Deep Generative Models, 2024, pp. 288–297.

PROCEEDINGS - Synthesis of Prostate MRI Scans: A Comparison of StyleGAN2-ADA and Latent Diffusion Models. C. Giardina, M. Vilaplana, V. Vilaplana, M. Pardàs, O. Guardia. Spanish Society of Artificial Intelligence in Biomedicine Workshop (IABiomed), 2024

Data:

First published 2025

BOOK CHAPTER - Federated networks and secondary uses of health data Challenges in ensuring appropriate safeguards for sharing health data under the GDPR and EHDS

Data:

10/06/2025

WHITE PAPER/ European Projects Insight Report

Data:

30/06/2025

WHITE PAPER/ Guidance for DPIA practices from EU-funded projects