This report captures the momentum behind Clinnova Basel (Switzerland). To make this vision a reality we have dismantled silos not only between disciplines but between institutions, countries, and systems. At the core of Clinnova is a simple but profound belief: data should work for people. In multiple sclerosis (MS), inflammatory bowel disease (IBD), and rheumatoid arthritis (RA), all chronic diseases where patients deserve more than fragmented care and generalized treatment paths. They deserve precise answers, grounded in the richness of their own clinical, biological, and digital data. They deserve systems that learn with them, and for them, in short, personalized medicine.
Clinnova means embracing a new technological architecture where data remains protected and private, yet becomes part of a collective intelligence.
This is the power of federated learning, an approach that allows us to build shared AI models while data never leaves its home institution. In Basel, we are proud to be at the heart of this transformation. Together with our partners, we are proving that cross-border, privacy-preserving research can be a working reality.
All of this started with the trust and support from Canton Basel-Stadt, with an investment of CHF 4 million, which was pivotal in making this vision real. This critical support enabled us to lead the technical infrastructure for federated learning across the entire Clinnova consortium, launch Clinnova-MS and expand into Clinnova-IBD.