Automated detection of mild cognitive impairment and dementia from voice recordings: A natural language processing approach.

Samad Amini,Boran Hao,Lifu Zhang,Mengting Song,Aman Gupta,Cody Karjadi,Vijaya B Kolachalama,Rhoda Au,Ioannis Ch Paschalidis

Alzheimer's & dementia : the journal of the Alzheimer's Association（2022）

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摘要

The proposed approach offers a fully automated identification of MCI and dementia based on a recorded neuropsychological test, providing an opportunity to develop a remote screening tool that could be adapted easily to any language.

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关键词

Alzheimer's disease,Framingham Heart Study,cognitive impairment,natural language processing,neuropsychological tests

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