The winding path from lab to patient

Despite potential short-cuts, drug development is a lengthy and risky process that culminates in marketing approval. However, just because a drug achieves regulatory approval, does not mean that it will be instantly available to those in need. The complex journey for a pharmaceutical to gain patient access continues.

Federated learning in healthcare

What is federated learning? Federated learning (FL) is a machine learning paradigm that allows to train algorithms collaboratively without the need for source data exchange between the parties. This means that different institutions or companies can join forces in the development of data-driven solutions without sharing their secrets. Participants in such a venture come together in an FL consortium. How […]