2 papers
cs.AI2026
A radiographic world model for clinical reasoning and evidence generation
Suyang Xi, Songtao Hu, Shansong Wang +8
Medical imaging artificial intelligence (AI) is commonly developed as separate mappings from radiographs to diagnostic outputs or from clinical descriptions to generated images, al…
cs.CV2026
MedLVR: Latent Visual Reasoning for Reliable Medical Visual Question Answering
Suyang Xi, Songtao Hu, Yuxiang Lai +4
Medical vision--language models (VLMs) have shown strong potential for medical visual question answering (VQA), yet their reasoning remains largely text-centric: images are encoded…