Automated Video Analysis of Audio-Visual Approaches to Predict and Detect Mild Cognitive Impairment and Dementia in Older Adults.

Che Sheng Chu,Di-Yuan Wang,Chih-Kuang Liang,Ming-Yueh Chou,Ying-Hsin Hsu,Yu-Chun Wang,Mei-Chen Liao,Wei-Ta Chu,Yu-Te Lin

Journal of Alzheimer's disease : JAD（2023）

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摘要

The study showed that video-based deep learning models can differentiate participants with MCI from those with mild to moderate dementia and can predict cognitive function. This approach may offer a cost-effective and easily applicable method for early detection of cognitive impairment.

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关键词

Artificial intelligence,dementia,machine learning,mild cognitive impairment,video analysis

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