Explainable Alzheimer's Disease Detection Using linguistic features From Automatic Speech Recognition.

Dementia and geriatric cognitive disorders(2023)

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摘要
Our best model, using ensemble learning, is comparable to the state-of-art manual tran-scription-based methods, suggesting the possibility of an end-to-end medical assis-tance system for AD detection with ASR en-gines. Moreover, the critical linguistic fea-tures might provide insight into further stud-ies on the mechanism of AD.
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