The Perelman School of Medicine at the University of Pennsylvania is collaborating with Intel and 29 other research institutions worldwide to develop new deep learning models for identifying brain tumors. The researchers are using a federated learning approach, which allows them to work together without sharing patient data. The project, funded by the National Institutes of Health, aims to train algorithms to detect brain tumors using a large dataset while protecting sensitive patient data.

From Silos to Synthesis: How the Information Renaissance is Transforming Emergency Medicine
In the shift from isolated expertise to collective insights, shared data are revolutionizing patient care in EMS and hospitals. The post From Silos to Synthesis:

