Multimodal Learning for Biomedicine
Modality imbalance, pneumonia screening, and multimodal models in low-resource settings.
Recent work looks at how multimodal models fail when one modality dominates, and at practical multimodal screening systems.
This includes When Multimodal Models Stop Listening (MMFM-BIOMED @ CVPR 2026) and MultiSense-Pneumo for pneumonia screening in resource-constrained settings.