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synthemaeu.bsky.social
SYNTHEMA
@synthemaeu.bsky.social
140 followers 240 following 86 posts
A cross-border hub to develop & validate #AI techniques for anonymization & synthetic data generation in rare hematological diseases 🔬🩸🇪🇺 #HorizonEU project

👉 https://synthema.eu/
Posts Replies Media Videos
synthemaeu.bsky.social
How well does synthetic data generation work when spread across multiple hospitals? This study on #AML shows that federated learning protects privacy, though fidelity takes a hit. A key step in real-world AI for rare diseases.

👉 synthema.eu/publications

@vicomtech.bsky.social

#SYNTHEMA
November 10, 2025 at 9:49 AM
synthemaeu.bsky.social
Two productive days in San Sebastian for the #SYNTHEMA consortium have come to an end. Lively discussions, clear goals for the final year: a recap publication on synthetic data in haematology, joint training with @erneurobloodnet.bsky.social, new papers, and the SYNTHEMA platform launch

synthema.eu
November 6, 2025 at 10:00 AM
synthemaeu.bsky.social
The SYNTHEMA consortium is meeting in San Sebastian, Spain, to mark the project’s third anniversary and kick off discussions for the final year ahead. Together, we’re committed to delivering results in secure, AI-powered health data for rare hematological diseases.

👉 synthema.eu
November 4, 2025 at 9:12 AM
synthemaeu.bsky.social
What can generative models reveal about the real data they learn from? This study by @upm.es researchers explores membership inference attacks in generative models, introducing new theory and showing how differential privacy fits in. A critical read for privacy-aware AI: synthema.eu/publications/
October 30, 2025 at 8:39 AM
synthemaeu.bsky.social
By generating secure, high-quality synthetic data, #SYNTHEMA empowers researchers to push the frontiers of rare-disease research — safely, ethically, and collaboratively.

Learn more: synthema.eu

#AIinHealthcare #RareDiseases #SyntheticData #HorizonEurope
October 28, 2025 at 10:25 AM
synthemaeu.bsky.social
SYNTHEMA builds on strong ethical and collaborative foundations:

🩺 @erneurobloodnet.bsky.social – Europe’s rare haematology network

📊Contributions to ENROL, EU RD Platform, and
@radeep.bsky.social

🤝Partnership with Flower - open-source federated learning for privacy-preserving AI
October 28, 2025 at 10:25 AM
synthemaeu.bsky.social
We’re validating our methods through two real-world cases:

🩸 Sickle Cell Disease
🧫 Acute Myeloid Leukaemia
AI helping clinicians improve diagnosis, prediction, and personalised care.

#RareDiseases #AIinHealthcare #SCD #AML #SickleCell #Leukaemia
October 28, 2025 at 10:25 AM
synthemaeu.bsky.social
Our platform brings together:
🧠 Federated Learning
🔒 Secure Multi-Party Computation
⚖️ Differential Privacy

The result: synthetic data that mimics real patterns without exposing personal information.

#FederatedLearning #SyntheticData
October 28, 2025 at 10:25 AM
synthemaeu.bsky.social
SYNTHEMA unites 16 partners from 10 countries to create a cross-border health-data hub for rare haematological diseases.

Together, we’re making data collaboration secure, ethical, and scalable.

#HorizonEurope #ResearchInnovation
October 28, 2025 at 10:25 AM
synthemaeu.bsky.social
When data is rare, progress slows. Over 450 blood-related disorders are classified as rare, yet data remains fragmented and inaccessible — limiting progress for 30M+ patients across Europe.

#HealthData #RareDiseases
October 28, 2025 at 10:25 AM
synthemaeu.bsky.social
Pushing the boundaries of AI-based research in rare haematological diseases.

#SYNTHEMA develops privacy-preserving AI and synthetic data to create virtual patients that improve diagnosis and treatment in rare diseases.

👉 synthema.eu

#AIinHealthcare #HorizonEurope
October 28, 2025 at 10:25 AM
synthemaeu.bsky.social
We’re validating our methods through two real-world cases:

🩸 Sickle Cell Disease
🧫 Acute Myeloid Leukaemia
AI helping clinicians improve diagnosis, prediction, and personalised care.

#RareDiseases #AIinHealthcare #SCD #AML #SickleCell #Leukaemia
October 28, 2025 at 9:49 AM
synthemaeu.bsky.social
Our platform brings together:
🧠 Federated Learning
🔒 Secure Multi-Party Computation
⚖️ Differential Privacy

The result: synthetic data that mimics real patterns without exposing personal information.

#FederatedLearning #SyntheticData
October 28, 2025 at 9:49 AM
synthemaeu.bsky.social
SYNTHEMA unites 16 partners from 10 countries to create a cross-border health-data hub for rare haematological diseases. 🌍

Together, we’re making data collaboration secure, ethical, and scalable.

#HorizonEurope #ResearchInnovation
October 28, 2025 at 9:49 AM
synthemaeu.bsky.social
When data is rare, progress slows. Over 450 blood-related disorders are classified as rare, yet data remains fragmented and inaccessible — limiting progress for 30M+ patients across Europe.

#HealthData #RareDiseases
October 28, 2025 at 9:49 AM
synthemaeu.bsky.social
The #HealthData4EU Cluster, which SYNTHEMA forms part of, will host the session “Ecosystems of Innovation in Healthcare: Ensuring Trust, Quality & Ethics in Data Use” at #EBDVF2025 in Copenhagen on 12–14 Nov

Event: european-big-data-value-forum.eu/2025-edition...
Cluster: synthema.eu/healthdata4eu/
October 20, 2025 at 8:50 AM
synthemaeu.bsky.social
Most synthetic data models assume data abundance. This study shows how transfer learning and meta-learning improve synthetic data generation for cancer research in low-data scenarios, where real clinical constraints apply.

👉 synthema.eu/publications/

#SYNTHEMA #SyntheticData #AI
October 16, 2025 at 8:21 AM
synthemaeu.bsky.social
Our partner i~HD is hosting a special 10th anniversary edition of its Annual Conference: “A Decade of Joining the Dots – Towards Bridging Data Spaces”

📍 3–4 Dec 2025 | Ghent, Belgium

Topics: EHDS, AI in healthcare, data quality, privacy & governance.

👉 www.i-hd.eu/ac2025
October 13, 2025 at 9:52 AM
synthemaeu.bsky.social
Most synthetic data models assume data abundance. This study shows how transfer learning and meta-learning improve synthetic data generation for cancer research in low-data scenarios, where real clinical constraints apply.

👉 synthema.eu/publications/

#SYNTHEMA #CancerResearch
October 6, 2025 at 8:25 AM
synthemaeu.bsky.social
In #SYNTHEMA, data collection is central to building GDPR-compliant, AI-ready datasets for Sickle Cell Disease and Acute Myeloid Leukaemia. Harmonised across countries, the data supports synthetic generation, federated learning, and future rare disease research.

👉 synthema.eu/2025/09/23/d...
October 2, 2025 at 7:39 AM
synthemaeu.bsky.social
Data scarcity and fragmentation limit synthetic data in healthcare. This study introduces Synthetic Data Sharing, a federated learning method that improves representativeness and reduces disparities between data-rich and data-poor institutions.

👉 synthema.eu/publications/

#SYNTHEMA
September 29, 2025 at 7:52 AM
synthemaeu.bsky.social
Good data is not just collected, it is built with care. In #SYNTHEMA, clinical teams across Europe are creating high-quality, privacy-compliant datasets to power synthetic data and AI research in rare blood disorders.

👉Read more: synthema.eu/2025/09/23/d...
September 25, 2025 at 8:08 AM
synthemaeu.bsky.social
Cyber-physical systems need smarter tools for risk assessment. This study introduces an automated, simulation-based method aligned with ISO 27005. Validated through a real attack case and implemented in Spyderisk.

Read more 👉 synthema.eu/publications/
September 22, 2025 at 8:35 AM
synthemaeu.bsky.social
📰 The #BDVA Healthcare Task Force has published its white paper on Synthetic Data in Healthcare.

Proud to contribute alongside AISym4Med & SECURED, our sister projects in the #HEALTHDATA4EU cluster.

Read more 👉 bdva.eu/news/synthet...

#SyntheticData #SYNTHEMA
September 19, 2025 at 8:42 AM
synthemaeu.bsky.social
The #SYNTHEMA platform enables synthetic health data without moving sensitive patient info.
✔️ Data stays local
✔️ Federated learning across centres
✔️ FAIR-based quality & compliance

Tested in #SCD & #AML use cases. More info: synthema.eu
September 11, 2025 at 9:16 AM