An explainable machine learning model of cognitive decline derived from speech
Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring2023Vol. 15(4), pp. e12516–e12516
Citations Over TimeTop 10% of 2023 papers
Abstract
Remote assessments and artificial intelligence (AI) models allow greater access to cognitive decline screening.Speech impairments differ significantly between mild AD, amnestic mild cognitive impairment (aMCI), and healthy controls.AI predictions of cognitive decline are more accurate than experts and standard tools.The AI model was 75% accurate in classifying mild AD, aMCI, and healthy controls.
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