Expert-Guided Prompting and Retrieval-Augmented Generation for Emergency Medical Service Question Answering. - Xueren Ge; Sahil Murtaza; Anthony Cortez; Homa Alemzadeh (AAAI, 2026)

EgoEMS: A High-Fidelity Multimodal Egocentric Dataset for Cognitive Assistance in Emergency Medical Services. - Keshara Weerasinghe; Xueren Ge; Tessa Heick; Lahiru Nuwan Wijayasingha; Anthony Cortez; Abhishek Satpathy; John A. Stankovic; Homa Alemzadeh (AAAI, 2026)

EMSDialog: Synthetic Multi-person Emergency Medical Service Dialogue Generation from Electronic Patient Care Reports via Multi-LLM Agents. - Xueren Ge; Sahil Murtaza; Anthony Cortez; Homa Alemzadeh (CoRR, 2026)