Abhay Sheel Anand

High Accuracy and Hidden Disparities: Investigating Foundation Model Performance in Clinical Cognitive Assessment

Foundation models tested for clinical practice using human-designed metrics may mask fundamental differences in information processing. We investigated this using the clock drawing test (CDT), a cognitive screening tool. Three foundation models achieved 94% accuracy on conventional metrics, matching experts. However,…