In FeatureCloud, we are developing a highly innovative integrated software platform and app store implementing a privacy-by-design-and-architecture approach to significantly increase cybersecurity with respect to data mining of patient data stored in hospitals and care service institutions. In addition to the first core apps of the FeatureCloud platform itself, we have have been working to demonstrate that the principle of federated machine learning is indeed privacy and what AI standards in biomedicine should offer.
sPLINK (safe PLINK) is a federated, privacy-preserving tool set for genome-wide association studies (GWAS).
Federated & Privacy-Aware Algorithms for Federated Survival Analysis.
The AIMe minimal information standard on artificial intelligence in biomedical research.