Extracting Cognitive SLUMS Scores from Unstructured National Veterans Clinical Notes with AI

Abstract

Clinical assessment of cognitive status is critical to evaluating patient health risk and outcomes yet rarely found within the structured data in the electronic health record (EHR). The Saint Louis University Mental Status (SLUMS) Examination is a cognitive screening tool widely used within the Veterans Affairs (VA).