Federated Learning Platform

Federated Learning Platform

This service enables federated machine learning via featurecloud.ai, combined with structured storage in a Clinical Knowledge Graph. Clinics contribute GPU resources (≥2× NVIDIA A100 each) and datasets (e.g. LMU KLINIKUM-CCRC: 2,500 children; IPCZD–PeRCMC: 1,500). Services include algorithm design consulting, federated training, and integration of results into clinical knowledge graphs.