3 papers
cs.CV2026
LVLM-Aware Multimodal Retrieval for RAG-Based Medical Diagnosis with General-Purpose Models
Nir Mazor, Tom Hope
Retrieving visual and textual information from medical literature and hospital records can enhance diagnostic accuracy for clinical image interpretation. However, multimodal retrie…
cs.LG2026
INFORM-CT: INtegrating LLMs and VLMs FOR Incidental Findings Management in Abdominal CT
Idan Tankel, Nir Mazor, Rafi Brada +2
Incidental findings in CT scans, though often benign, can have significant clinical implications and should be reported following established guidelines. Traditional manual inspect…
cs.CL2025
More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG
Shahar Levy, Nir Mazor, Lihi Shalmon +2
Retrieval-Augmented Generation (RAG) enhances the accuracy of Large Language Model (LLM) responses by leveraging relevant external documents during generation. Although previous st…