2 papers
cs.CV2025
Dual-Mode Deep Anomaly Detection for Medical Manufacturing: Structural Similarity and Feature Distance
Julio Zanon Diaz, Georgios Siogkas, Peter Corcoran
Automated visual inspection in medical-device manufacturing faces unique challenges, including extremely low defect rates, limited annotated data, hardware restrictions on producti…
cs.CY2025
Navigating the EU AI Act: Foreseeable Challenges in Qualifying Deep Learning-Based Automated Inspections of Class III Medical Devices
Julio Zanon Diaz, Tommy Brennan, Peter Corcoran
As deep learning (DL) technologies advance, their application in automated visual inspection for Class III medical devices offers significant potential to enhance quality assurance…