2 papers
cs.CV2026
NAST: Improving Negation Handling in Medical Vision-Language Models through Negation-Aware Selective Training
Ali Abbasi, Mehdi Taghipour, Rahmatollah Beheshti
Negation is a fundamental linguistic operation in clinical reporting, yet vision-language models (VLMs) frequently fail to distinguish affirmative from negated medical statements.…
cs.LG2026
A Multimodal Data Processing Pipeline for MIMIC-IV Dataset
Farzana Islam Adiba, Varsha Danduri, Fahmida Liza Piya +3
The MIMIC-IV dataset is a large, publicly available electronic health record (EHR) resource widely used for clinical machine learning research. It comprises multiple modalities, in…