2 papers
cs.CV2026
Unlocking the Power of Medical Tabular Data via Semantic-Aware Multimodal Pre-training
Yingsheng Liu, Haiming Li, Jingmin Zhu +6
While vision-language models dominate medical representation learning, unstructured text lacks the dense, quantitative diagnostic phenotypes inherent in structured clinical tables.…
cs.CV2025
Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model
Jiajun Sun, Zhen Yu, Siyuan Yan +3
Skin images from real-world clinical practice are often limited, resulting in a shortage of training data for deep-learning models. While many studies have explored skin image synt…