Posters

Poster topic groups:

• Ambient AI in Workflows
• Closing the Loop: Deployment, Drift, and Continual Learning
• Complex Diagnostic Reasoning
• Designing Patient-Centered AI
• Equity and Access
• From Signal to Insight
• Multimodal and Generalist Foundation Models
• Personalized Treatment and Management
• Redesigning Evaluation
• When AI Changes Clinical Judgement
• When AI Helps—and When it Hurts

Development and seamless integration of an on-premise AI agent for clinical drafting: Insights from the Y-KNOT Project

Kim et al.

Beyond traditional scoring systems: Developing an AI-powered tool for trauma prognosis

Hong et al.

Evaluation of ambient artificial intelligence scribe technology in ambulatory care: A pilot study at a large urban academic medical center

Canning et al.

Identifying Goals of Care discussions with large language models

Mobasher et al.

Bridging the Deployment Gap: Continual Learning Improves Medical AI Performance Across 22 Global Institutions

Chen et al.

INTERLACE: Advancing diagnostic excellence for older adults through collective intelligence and imitation learning

Streiffer et al.

Deep learning algorithms derived from wearable device metrics predict future inflammatory bowel disease flares

Lee et al.

Leveraging AI for Equitable Healthcare: Predictive Modeling to Address HIV Self-Testing Disparities in Sub-Saharan Africa

Anyiam et al.

Debiased Noise Editing on Foundation Models for Fair Medical Image Classification

Jin et al.

Harnessing AI for Patient Engagement in a Study on LLMs & Open Notes

Salmi, Lewis et al.

EndoGeneralist: Clinically Aligned Generalist Foundation Model for Endoscopy

Johri et al.

MedCertAIn: Uncertainty-aware multimodal AI for trustworthy clinical decision support

Lechuga López et al.

Eyes as Windows to Health: Integrating an Efficient, Generalizable Al Model into a Simple Mobile Al Retina Tracker (SMART) to Revolutionize Ocular and Systemic Healthcare

Elangovan et al.

Governing Healthcare’s AI Transformation: Leadership Insights from U.S. Health System Executives

Singh et al.

Application of MATEC (Multi-Al Agent Team Care) Framework in Sepsis

Woo et al.

Ordering Imaging Studies via Language Model Alignment with the ACR Appropriateness Criteria

Yao et al.

The AI Agent in the Room: A New Frontier in Objective Medical Decision Making and Organ Allocation

Bhat et al.

AICare: An AI–Clinician Interaction System for Transparent and Actionable Clinical Decision Support

Gao et al.

Protecting patients from problematic predictions: the hidden risks of predictive clinical decision support tools

Alderman et al.