SAIL 2026 Posters Overview Program Posters Speakers Participate Travel Overview Program Posters Speakers Participate Travel Poster 9Download Privacy-Preserving Multicenter Evaluating of ICU Clinical Decision Support: A Federated Framework Across Eight U.S. Health Systems Chaudhari et al Poster 12Download MedPAIR: Measuring Physicians and AI Relevance Alignment in Medical Question Answering Hao et al Poster 14Download Pragmatic Evaluations of Large Language Models Deployed in Hospital Workflows: Two Examples from the Children’s Hospital of Philidelphia Oliver et al Poster 26Download AIME: Towards Conversational AI for Disease Management Shaekerman et al Poster 28Download LLM-Powered-Agents Help Patients Prepare for Their Health Care Visits Tan et al Poster 29Download MedGemma: An Open Vision-language Model for Broad Medical Applications Sellergren et al Poster 33Download Cross-Continental Clinical Representation: Validating CLMBR-T-Base for Length of Stay Prediction in an Italian Research Hospital Nicora et al Poster 34Download Deploying a Multimodal AI Platform for Automated OSCE Grading in Medical Education Ngo et al Poster 35Download Text-Grounded Interpretability for Mammography Risk Prediction via Vision-Language Alignment Kassem et al Poster 36Download End-to-End Evaluation and Governance of Hyperscribe, an EHR-Embedded Clinical AI Agent Shah et al Poster 37Download EchoSight: An Open-Source Mobile Application and Framework for Real-time Visual-audio Sensory Substitution Huang et al Poster 38Download DeepRare: An Agentic System for Rare Disease Diagnosis with Traceable Reasoning Zhao et al Poster 47Download Physician Edits to AI-Drafted Patient Messages and Their Impact on Clinical Workload Poursoltan et al