2 papers
cs.AI2026
Coherent Hierarchical Multi-Label Learning to Defer for Medical Imaging
Joshua Strong, Pramit Saha, Emma Sun +2
Learning to Defer (L2D) enables a model to predict autonomously or defer to an expert, but prior work largely assumes flat label spaces. We study the first L2D setting with hierarc…
cs.CY2026
Clinical Note Bloat Reduction for Efficient LLM Use
Jordan L. Cahoon, Chloe Stanwyck, Asad Aali +5
Health systems are rapidly deploying large language models (LLMs) that use clinical notes for clinical decision support applications. However, modern documentation practices rely h…