DataSHIELD: taking the analysis to the data, not the data to the analysis

• Use of Federated Learning for validating and updating privacy-preserving decentralized multi-study prognostic models in Traumatic Brain Injury

  2026 medRxiv preprint Computer Science Privacy-Preserving Technologies in Data Open access

  0

  citations
• Implementation report on pioneering federated data access for the German National Emergency Department Data Registry

  2025 npj Digital Medicine article Health Professions Electronic Health Records Systems Open access

  10

  citations
• Multi-omics subgroups associated with glycaemic deterioration in type 2 diabetes: an IMI-RHAPSODY Study

  2024 Frontiers in Endocrinology article Medicine Diabetes, Cardiovascular Risks, and Lipoproteins Open access

  7

  citations
• Will it run?—A proof of concept for smoke testing decentralized data analytics experiments

  2024 Frontiers in Medicine article Decision Sciences Scientific Computing and Data Management Open access

  1

  citations
• Rare Diseases in Hospital Information Systems—An Interoperable Methodology for Distributed Data Quality Assessments

  2023 Methods of Information in Medicine article Health Professions Electronic Health Records Systems Open access

  13

  citations
• Multi-Institutional Breast Cancer Detection Using a Secure On-Boarding Service for Distributed Analytics

  2022 Applied Sciences article Computer Science Privacy-Preserving Technologies in Data Open access

  12

  citations
• Applying the FAIR principles to data in a hospital: challenges and opportunities in a pandemic

  2022 Journal of Biomedical Semantics article Computer Science Research Data Management Practices Open access

  67

  citations
• The Architecture of a Feasibility Query Portal for Distributed COVID-19 Fast Healthcare Interoperability Resources (FHIR) Patient Data Repositories: Design and Implementation Study

  2022 JMIR Medical Informatics article Health Professions Electronic Health Records Systems Open access

  48

  citations
• An agenda-setting paper on data sharing platforms: euCanSHare workshop

  2021 Open Research Europe article Computer Science Research Data Management Practices Open access

  3

  citations
• Applying the FAIR principles to data in a hospital: challenges and opportunities in a pandemic

  2021 medRxiv preprint Computer Science Research Data Management Practices Open access

  5

  citations
• Is there a role for statistics in artificial intelligence?

  2021 Advances in Data Analysis and Classification article Mathematics Statistics Education and Methodologies Open access

  76

  citations
• An agenda-setting paper on data sharing platforms: euCanSHare workshop

  2021 Open Research Europe article Computer Science Research Data Management Practices Open access

  6

  citations
• Data Sharing Under the General Data Protection Regulation

  2021 Hypertension article Medicine Ethics in Clinical Research Open access

  139

  citations
• dsSwissKnife : An R package for federated data analysis

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Privacy-Preserving Technologies in Data Open access

  9

  citations
• Implementation of eHealth and AI integrated diagnostics with multidisciplinary digitized data: are we ready from an international perspective?

  2020 European Radiology article Medicine Artificial Intelligence in Healthcare and Education Open access

  70

  citations

15 results