2 papers
cs.AI2025
The Average Patient Fallacy
Alaleh Azhir, Shawn N. Murphy, Hossein Estiri
Machine learning in medicine is typically optimized for population averages. This frequency weighted training privileges common presentations and marginalizes rare yet clinically c…
cs.AI2025
An Agentic AI Workflow for Detecting Cognitive Concerns in Real-world Data
Jiazi Tian, Liqin Wang, Pedram Fard +7
Early identification of cognitive concerns is critical but often hindered by subtle symptom presentation. This study developed and validated a fully automated, multi-agent AI workf…