Machine learning algorithms are typically evaluated using benchmark datasets under the assumption that these datasets are clean. However, recent studies have revealed the presence of label noise in many benchmark datasets, indicating a biased evaluation to date. Confident learning (CL), an...

CAT-ClinART will establish a regional structure for Radiotherapy clinical audits in Catalonia. The project includes the implementation of a specialized training course, the development of the methodology and essential infrastructure to support clinical audits and a pilot test in all radiotherapy...

This guide is intended to provide a set of principles for EURLs for public health on how to plan, coordinate, and implement EU-level EQAs for public health microbiology laboratories. This document is not intended to offer comprehensive technical guidance on the general implementation of EQAs....