CogAlign uses hierarchical supervised fine-tuning on clinical cognition data plus counterfactual RL to align MLLMs with expert diagnostic pathways and enforce causal lesion grounding for GI endoscopy diagnosis.
IEEE Transactions on Medical Imaging (2026)
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it