Jane Labadin

Diabetes-QMS Benchmark: A Multi-Level Industrial Dataset for Temporal Quality Monitoring and Calibration in Glucose and HbA1c Diagnostic-Device Manufacturing

Quality monitoring in diagnostic-device manufacturing requires datasets that preserve temporal, hierarchical, and calibration-related structure while avoiding information leakage in predictive evaluation. This study presents the Diabetes-QMS Benchmark, a de-identified multi-level...