Voice assistant commands from 15 older adults, analyzed with LLM-refined linguistic features plus acoustic and temporal modeling, detect mild cognitive impairment with 73.8% accuracy in a pilot study.
Missed and delayed diagnosis of dementia in primary care: prevalence and contributing factors,
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Cog-TiPRO: Iterative Prompt Refinement with LLMs to Detect Cognitive Decline via Longitudinal Voice Assistant Commands
Voice assistant commands from 15 older adults, analyzed with LLM-refined linguistic features plus acoustic and temporal modeling, detect mild cognitive impairment with 73.8% accuracy in a pilot study.