Showing 1–12 of 12 results
/ Date/ Name
Feb 21, 2025Bridging vision language model (VLM) evaluation gaps with a framework for scalable and cost-effective benchmark generationJul 20, 2022Labeling instructions matter in biomedical image analysisJul 24, 2024Quality Assured: Rethinking Annotation Strategies in Imaging AIDec 3, 20256 Fingers, 1 Kidney: Natural Adversarial Medical Images Reveal Critical Weaknesses of Vision-Language ModelsNov 5, 2025Current validation practice undermines surgical AI developmentApr 12, 2021Common Limitations of Image Processing Metrics: A Picture StoryJun 6, 2025Challenging Vision-Language Models with Surgical Data: A New Dataset and Broad Benchmarking StudyJun 3, 2022Metrics reloaded: Recommendations for image analysis validationFeb 3, 2023Understanding metric-related pitfalls in image analysis validationDec 19, 2025Medical Imaging AI Competitions Lack FairnessJan 18, 2025In the Picture: Medical Imaging Datasets, Artifacts, and their Living ReviewMar 30, 2023Why is the winner the best?