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View article: A Digital Vaccination Pass Using Fast Healthcare Interoperability Resources: A Proof of Concept
A Digital Vaccination Pass Using Fast Healthcare Interoperability Resources: A Proof of Concept Open
The traditional manual recording of vaccination records in Germany faced challenges during the COVID-19 pandemic, prompting the introduction of a COVID smartphone app with QR codes. However, this solution brought new challenges, emphasizin…
View article: A Digital Vaccination Pass Using Fast Healthcare Interoperability Resources: A Proof of Concept
A Digital Vaccination Pass Using Fast Healthcare Interoperability Resources: A Proof of Concept Open
The traditional manual recording of vaccination records in Germany faced challenges during the COVID-19 pandemic, prompting the introduction of a Covid smartphone app with QR codes. However, this solution brought new challenges, emphasizin…
View article: A scalable software solution for anonymizing high-dimensional biomedical data
A scalable software solution for anonymizing high-dimensional biomedical data Open
Background Data anonymization is an important building block for ensuring privacy and fosters the reuse of data. However, transforming the data in a way that preserves the privacy of subjects while maintaining a high degree of data quality…
View article: Flexible data anonymization using ARX—Current status and challenges ahead
Flexible data anonymization using ARX—Current status and challenges ahead Open
Summary The race for innovation has turned into a race for data. Rapid developments of new technologies, especially in the field of artificial intelligence, are accompanied by new ways of accessing, integrating, and analyzing sensitive per…
View article: A comprehensive tool for creating and evaluating privacy-preserving biomedical prediction models
A comprehensive tool for creating and evaluating privacy-preserving biomedical prediction models Open
Background Modern data driven medical research promises to provide new insights into the development and course of disease and to enable novel methods of clinical decision support. To realize this, machine learning models can be trained to…
View article: Efficient Protection of Health Data from Sensitive Attribute Disclosure
Efficient Protection of Health Data from Sensitive Attribute Disclosure Open
Biomedical research has become data-driven. To create the required big datasets, health data needs to be shared or reused out of the context of its initial purpose. This leads to significant privacy challenges. Data anonymization is an imp…
View article: Better Safe than Sorry – Implementing Reliable Health Data Anonymization
Better Safe than Sorry – Implementing Reliable Health Data Anonymization Open
Modern biomedical research is increasingly data-driven. To create the required big datasets, health data needs to be shared or reused, which often leads to privacy challenges. Data anonymization is an important protection method where data…
View article: SafePub: A Truthful Data Anonymization Algorithm With Strong Privacy Guarantees
SafePub: A Truthful Data Anonymization Algorithm With Strong Privacy Guarantees Open
Methods for privacy-preserving data publishing and analysis trade off privacy risks for individuals against the quality of output data. In this article, we present a data publishing algorithm that satisfies the differential privacy model. …
View article: Orchestrating differential data access for translational research: a pilot implementation
Orchestrating differential data access for translational research: a pilot implementation Open
Common open source software components are sufficient to allow for the creation of a secure system for differential access to sensitive data. The implementation of this system is exemplary for researchers facing similar requirements for re…
View article: Toward Global Biobank Integration by Implementation of the Minimum Information About BIobank Data Sharing (MIABIS 2.0 Core)
Toward Global Biobank Integration by Implementation of the Minimum Information About BIobank Data Sharing (MIABIS 2.0 Core) Open
This FAIRsharing record describes: MIABIS Core 2.0 represents the minimum information required to initiate collaborations between biobanks and to enable the exchange of biological samples and data. The aim is to facilitate the reuse of bio…
View article: Biomedbridges: Implementation Of A Pilot For The Security Framework
Biomedbridges: Implementation Of A Pilot For The Security Framework Open
Managing authorised access to data is crucial in medical research and especially in translational medicine, since in this field open-access information is mixed with restricted-access data sets. In general, all health data has to be regard…
View article: Report On Web Services Based Integration Of Biomedbridges Integration Across All Appropriate Services
Report On Web Services Based Integration Of Biomedbridges Integration Across All Appropriate Services Open
European e-Infrastructure projects are increasingly turning to Semantic Web[1] (SemWeb) technologies to address data integration challenges. This approach is proving to be a solution to some of the emerging challenges in the life sciences.…