2 papers
cs.CV2026
WeNLEX: Weakly Supervised Natural Language Explanations for Multilabel Chest X-ray Classification
Isabel Rio-Torto, Jaime S. Cardoso, Luís F. Teixeira
Natural language explanations provide an inherently human-understandable way to explain black-box models, closely reflecting how radiologists convey their diagnoses in textual repo…
cs.CV2025
Disentanglement and Assessment of Shortcuts in Ophthalmological Retinal Imaging Exams
Leonor Fernandes, Tiago Gonçalves, João Matos +2
Diabetic retinopathy (DR) is a leading cause of vision loss in working-age adults. While screening reduces the risk of blindness, traditional imaging is often costly and inaccessib…