Medical Use Case

Thousand of patients are suffering for kidney insufficiency requiring regular dialysis. These patients are waiting even yeas for donor organ, which are limited. However, the risk of graft rejection or failure are unpredictable. NephroCAGE combines multi-dimensional data from historic transplant cases with latest artificial intelligence algorithms to explore new risk factors for organs rejection.

Technological INNOVATION

The combination of clinical data, lab data, and genetic data requires adequate tools. NephroCAGE develops a federated infrastructure for machine learning, which enables secure and reproducible exchange of clinical prediction models between partners.    

International Expertise

The combination of Canadian and German expertise helps to cover specifics from all over the world making clinical prediction models more reliable. NephroCAGE combines latest artificial intelligence algorithms with modern transfer learning techniques improving the quality of model predictions.

Latest News

Read the latest news from the NephroCAGE team here.
Stay tuned to learn more about AI in nephrology, we keep you posted.

Learn about how federated learning infrastructures enable AI for healthcare data whilst sensitive data remain in their protected silos.
Cables linking between two connector fields.
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Photo by Robina Weermeijer.
The following article provides background information about treating of kidney disease in Canada and Germany. Subject-matter experts of the NephroCAGE consortium […]
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Hasso Plattner Institute for Digital Engineering gGmbH, Owner: Prof. Dr. Christoph Meinel (Registered business address: Germany), processes personal data only to the extent strictly necessary for the operation of this website. All details in the privacy policy.
Data protection
Hasso Plattner Institute for Digital Engineering gGmbH, Owner: Prof. Dr. Christoph Meinel (Registered business address: Germany), processes personal data only to the extent strictly necessary for the operation of this website. All details in the privacy policy.