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Isao Hamamoto

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#large language models Open access Sep 2026

A Large Language Model "Cognitive Stethoscope" for Dementia Screening from Naturalistic Conversations in Primary Care

Early detection of cognitive impairment in primary and long-term care remains a critical unmet need, as structured neuropsychological tests impose prohibitive time and psychological burdens. We evaluated a "Cognitive Stethoscope" framework — a multimodal Large Language Model (LLM) approach that screens for impairment b...

Isao Hamamoto · 0 citations

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