Automatic Diagnosis and Prediction of Cognitive Decline Associated with Alzheimer’s Dementia through Spontaneous Speech

Ziming Liu, Lauren Proctor,Parker N. Collier,Xiaopeng Zhao

2021 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)（2021）

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摘要

With the increasing prevalence of Alzheimer’s disease (AD), it is important to develop detectable biomarkers to reliably identify AD in the early stage. Language deficit is one of the common signs that appear in the early stage of mild Alzheimer’s disease. Therefore, using natural language processing and related machine learning algorithms for AD diagnosis using patients’ speech recordings has dra...

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automatic speech recognition,detection,prediction,Alzheimer’s dementia

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