Deepak Ganesan

schoolUniversity of Massachusettsbar_chart#6963 Global Rank

Total Papers

HCI Rank

#6963

Research Areas

Years Active

Recent Publications

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,…

CHI '245th+ AuthorCognitive Impairment & Neurodiversity (Autism, ADHD, Dyslexia) +1

Multi-stakeholder Perspectives on Mental Health Screening Tools for Children

Pediatric mental health is a growing concern around the world, affecting children's social-emotional development and increasing the risk of poor behavioral outcomes later in life. However, obtaining a behavioral diagnosis in early childhood is challenging due to lack of access to resources, low parental mental health…

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