Accepted Papers

Spotlight

A quality of mercy is not trained: The imagined vs. the practiced in healthcare process-specialized AI

Anand Bhardwaj, Samer Faraj | Paper

Invariant Causal Set Covering Machines

Thibaud Godon, Baptiste Bauvin, Pascal Germain, Jacques Corbeil, Alexandre Drouin | Paper

Personalized Federated Fine-Tuning of Vision Foundation Models for Healthcare

Adam Tupper, Christian Gagné | Paper

PROTOTYPE FOR LISTEN: TOWARDS PUBLIC HEALTH SURVEILLANCE OF MPOX MISINFORMATION ON X

Lisa Y.W. Tang | Paper

Towards a Holistic Cost-Based Evaluation Metric for Machine Learning

Fatemeh Yaghoubpour, Bettina Kemme | Paper

Uncovering the Internal Origins of Sycophancy in Large Language Models

Keyu Wang, Jin Li, Shu Yang, Zhuoran Zhang, Di Wan | Paper

Posters

Comparison of Speech Tasks in Human Expert and Machine Detection of Parkinson's Disease

Peter Plantinga, Roozbeh Sattari, Karine Marcotte, Madeleine Sharp, Liziane Bouvier, Maiya R. Geddes, Ingrid Verduyckt, Etienne de Villers-Sidani, Mirco Ravanelli, Denise Klein | Paper

Dr. Bias: Social Disparities in AI-Powered Medical Guidance

Emma Kondrup, Anne Imouza | Paper

Evaluating Non-English Misinformation Detection using Large Language Models

Laurence Liang, Meriem Mehri | Paper

GRPO-RAD: GROUP RELATIVE POLICY OPTIMIZATION FOR RADIOLOGY REPORT SUMMARIZATION

Fargol Nassiri, Frank Rudzicz | Paper

Implementation of AI In Precision Medicine

Goktug Bender, Samer Faraj, Anand Bhardwaj | Paper

Mining medical narratives on geriatric falls to predict post-fall hospitalization via survival models and large language models

Lisa Y.W. Tang | Paper

Quantifying the Carbon Footprint of AI in Cardiovascular Care: A Systematic Review to Inform Sustainable and Equitable Deployment

Lola Oyefeso | Paper

The Automated but Risky Game: Modeling Agent-to-Agent Negotiations and Transactions in Consumer Markets

Shenzhe Zhu, Jiao Sun, Yi Nian, Tobin South, Alex Pentland, Jiaxin Pei

Therapeutic AI and the Hidden Risks of Over-Disclosure: An Embedded AI-Literacy Framework for Mental Health Privacy

Soraya Anvari, Rina Wehbe | Paper

Towards a Health-Based Power Grid Optimization in the Artificial Intelligence Era

Claudio Battiloro, Francesca Dominici, Falco J. Bargagli-Stoffi, Gianluca Guidi | Paper

When Openness Fails: Lessons from System Safety for Assessing Openness in AI

Tamara Paris, Shalaleh Rismani | Paper