Research graph
References from A sustainable platform for federated health data access, AI innovation, and regulatory acceptance in alignment with the European Health Data Space principles. Local targets link to admitted publications; unresolved targets remain external evidence.
ECIS - European Cancer Information System|ECIS - European Cancer Information System.
External reference
Cancer in Germany 2019/2020.
External reference
Economic burden of cancer across the European Union: a population-based cost analysis.
10.1016/s1470-2045(13)70442-x · External reference
What is special about patients with lung cancer and pulmonary metastases in palliative care? Results from a nationwide survey.
10.1089/jpm.2011.0434 · External reference
The impact of lung cancer on patients and carers.
10.1177/1479972311433577 · External reference
Lung cancer screening and smoking abstinence: 2 year follow-up data from the Dutch–Belgian randomised controlled lung cancer screening trial.
10.1136/thx.2009.133751 · External reference
Improving cancer screening in the European Union – Scientific Advice Mechanism.
External reference
Council updates its recommendation to screen for cancer, Consilium.
External reference
Lung cancer screening in Europe: where are we in 2021?
10.21037/tlcr-20-890 · External reference
ERS Congress 2024: highlights from the Thoracic Oncology Assembly.
10.1183/23120541.01171-2024 · External reference
Association of computed tomography screening with lung cancer stage shift and survival in the United States: quasi-experimental study.
10.1136/bmj-2021-069008 · External reference
Stage Shift Improves Lung Cancer Survival: Real-World Evidence.
10.1016/j.jtho.2022.09.005 · External reference
Analysis of the baseline performance of five UK lung cancer screening programmes.
10.1016/j.lungcan.2021.09.012 · External reference
Unpublished data.
External reference
HANSE-Studie mit ersten Ergebnissen.
External reference
Identifying barriers and facilitators of translating research evidence into clinical practice: A systematic review of reviews.
10.1111/hsc.13898 · External reference
Real-world data: a brief review of the methods, applications, challenges and opportunities.
10.1186/s12874-022-01768-6 · External reference
Frequency and Types of Patient-Reported Errors in Electronic Health Record Ambulatory Care Notes.
10.1001/jamanetworkopen.2020.5867 · External reference
Secondary Use of EHR: Data Quality Issues and Informatics Opportunities.
External reference
Semantic interoperability in health records standards: a systematic literature review.
10.1007/s12553-022-00639-w · 2022 · External reference
Creating a Common Data Model for Comparative Effectiveness with the Observational Medical Outcomes Partnership.
10.4338/aci-2014-12-cr-0121 · External reference
Common Problems, Common Data Model Solutions: Evidence Generation for Health Technology Assessment.
10.1007/s40273-020-00981-9 · 2021 · External reference
OMOP CDM Can Facilitate Data-Driven Studies for Cancer Prediction: A Systematic Review.
10.3390/ijms231911834 · External reference
Real-world evidence for regulatory purposes: The example of DARWIN EU® - ScienceDirect.
External reference
Journal of Medical Internet Research - Reality Check: The Aspirations of the European Health Data Space Amidst Challenges in Decentralized Data Analysis.
External reference
Federated learning is not a cure-all for data ethics.
10.1038/s42256-024-00813-x · External reference
Dataspace Protocol 2024–1|IDS Knowledge Base.
External reference
How OpenID Connect Works - OpenID Foundation.
External reference
Federated optimization in heterogeneous networks.
External reference
FedMeanStd: Federated Aggregation With Outliers Filtering.
10.1109/access.2025.3648805 · 2026 · External reference
Personalized federated learning with moreau envelopes.
2020 · External reference
Recommendations on a Data Quality Framework for the European Health Data Space for secondary use.
External reference
Getting ready for the European Health Data Space (EHDS): IDERHA’s plan to align with the latest EHDS requirements for the secondary use of health data.
10.12688/openreseurope.18179.1 · 2024 · External reference
HSBooster.eu.
External reference
Synergies Among Health Data Projects with Cancer Use Cases Based on Health Standards.
10.3233/shti240649 · External reference
Lessons Learned From European Health Data Projects With Cancer Use Cases: Implementation of Health Standards and Internet of Things Semantic Interoperability.
10.2196/66273 · External reference
Interoperability Framework of the European Health Data Space for the Secondary Use of Data: Interactive European Interoperability Framework–Based Standards Compliance Toolkit for AI-Driven Projects.
10.2196/69813 · External reference
Replacing RCTs with real world data for regulatory decision making: a self-fulfilling prophecy?
10.1136/bmj-2022-073100 · External reference
Report on Global Regulatory Best Practices Analysis (D6.2).
External reference
Building a Value-Based Care Infrastructure in Europe: The Health Outcomes Observatory.
10.1056/cat.21.0146 · External reference
A European strategy for data|Shaping Europe’s digital future.
External reference
A Europe fit for the digital age - European Commission.
External reference
The FAIR Guiding Principles for scientific data management and stewardship.
10.1038/sdata.2016.18 · External reference
The FAIR Cookbook - the essential resource for and by FAIR doers.
10.1038/s41597-023-02166-3 · External reference
Proposal for a REGULATION OF THE EUROPEAN PARLIAMENT AND OF THE COUNCIL on the European Health Data Space.
2022 · External reference
Regulation - EU - 2025/327 - EN - EUR-Lex.
External reference
Electronic cross-border health services - European Commission.
External reference
Data sharing through eDelivery in the HealthData@EU.
External reference
Europe’s Beating Cancer Plan - Communication from the commission to the European Parliament and the Council.
10.1163/2210-7975_hrd-4679-0058 · External reference
EHDS2 pilot infrastructure for the secondary use of health data.
10.1093/eurpub/ckac129.368 · External reference
Home - Synthia.
External reference
Synthetic data generation for a longitudinal cohort study – evaluation, method extension and reproduction of published data analysis results.
10.1038/s41598-024-62102-2 · External reference
