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.…