Speech Quality Feature Analysis for Classification of Depression and Dementia Patients

Speech Quality Feature Analysis for Classification of Depression and Dementia Patients

Loss of cognitive ability is commonly associated with dementia, a broad category of progressive brain diseases.~However, major depressive disorder may also cause temporary deterioration of one’s cognition known as pseudodementia.~Differentiating a true dementia and pseudodementia is still difficult...

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Bibliographic Details
Main Authors: Brian Sumali, Yasue Mitsukura, Kuo-ching Liang, Michitaka Yoshimura, Momoko Kitazawa, Akihiro Takamiya, Takanori Fujita, Masaru Mimura, Taishiro Kishimoto
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Sensors
Subjects:
pseudodementia
automated mental health screening
audio features
statistical testing
machine learning
Online Access:https://www.mdpi.com/1424-8220/20/12/3599

Internet

https://www.mdpi.com/1424-8220/20/12/3599

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