2 papers
cs.AI2026
QureRadEmbed: Structuring Radiological Similarity through Attribute and Reasoning Supervision
Janhavi Prabhu, Sahil, Shivam Ashok Shukla +1
Radiological similarity depends on disease relationships and on fine details such as laterality, lobe, severity, size, and certainty. Broad biomedical similarity can overlook these…
cs.CV2026
Med-AR: Autoregressive Vision-Language Pretraining for Long-Tailed Chest X-Ray Classification and Uncertainty-Aware Evaluation
Janhavi Prabhu, Sahil, Akshay V +3
Long-tailed chest X-ray classification requires visual representations that capture both common abnormalities and subtle, infrequent findings. We propose Med-AR-8B and Med-AR-2B, t…