EUCAIM CDM Federated Unbalance Cheker

EUCAIM CDM Federated Unbalance Checker is a lightweight framework for federating data quality checks across distributed datasets. It enables local computation of key statistics (age, sex, ethnicity) and centralized aggregation to detect imbalances across nodes. Ideal for pre-testing federated analysis pipelines, it provides modular runner and aggregator scripts, with a command-line interface for seamless execution and logging, helping validate dataset representativeness before federated learning or clinical research workflows.