2 papers
cs.LG2026
A Federated Artificial Intelligence Framework for Optimizing Pancreatic Cancer Treatment - Strategy Update
Anne-Christin Hauschild, Amirreza Aleyasin, Nils H. Beyer +12
While a centralized approach involving patient consent to collect and analyze data centrally would theoretically offer the best data quality and predictive performance, it is not a…
cs.LG2024
Federated Random Forest for Partially Overlapping Clinical Data
Youngjun Park, Cord Eric Schmidt, Benedikt Marcel Batton +1
In the healthcare sector, a consciousness surrounding data privacy and corresponding data protection regulations, as well as heterogeneous and non-harmonized data, pose huge challe…