Sofiane Ouaari

Assessing VLM Reliability for Medical Image Quality Evaluation Under Corruption and Bias

Sofiane Ouaari, Kevin Vorwalder, Nico Pfeifer

Vision-Language Models (VLMs) are increasingly applied in medical tasks such as pathology description, report generation, and visual question answering. Medical Image Quality Assessment (MIQA) supports diagnostic accuracy and patient safety by determining whether images meet the…Read more