ProtoFlow: Interpretable and Robust Surgical Workflow Modeling with Learned Dynamic Scene Graph Prototypes

This article introduces ProtoFlow, a novel approach for modeling surgical workflows. The use of learned dynamic scene graph prototypes suggests an attempt to improve interpretability and robustness, which are crucial aspects in medical applications. The focus on surgical workflows indicates a specialized application of AI in healthcare.