2 papers
cs.LG2026
A Discordance-Aware Multimodal Framework with Multi-Agent Clinical Reasoning
Pegah Ahadian, Mingrui Yang, Sixu Chen +2
Knee osteoarthritis frequently exhibits discordance between structural damage observed in imaging and patient-reported symptoms such as pain. This mismatch complicates clinical int…
cs.LG2024
Adopting Trustworthy AI for Sleep Disorder Prediction: Deep Time Series Analysis with Temporal Attention Mechanism and Counterfactual Explanations
Pegah Ahadian, Wei Xu, Sherry Wang +1
Sleep disorders have a major impact on both lifestyle and health. Effective sleep disorder prediction from lifestyle and physiological data can provide essential details for early…