Detection of dementia on voice recordings using deep learning: a Framingham Heart Study

Detection of dementia on voice recordings using deep learning: a Framingham Heart Study

Abstract Background Identification of reliable, affordable, and easy-to-use strategies for detection of dementia is sorely needed. Digital technologies, such as individual voice recordings, offer an attractive modality to assess cognition but methods that could automatically analyze such data are no...

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Bibliographic Details
Main Authors: Chonghua Xue, Cody Karjadi, Ioannis Ch. Paschalidis, Rhoda Au, Vijaya B. Kolachalama
Format: Article
Language:English
Published: BMC 2021-08-01
Series:Alzheimer’s Research & Therapy
Subjects:
Dementia
Machine learning
Digital health
Voice recording
Neuropsychological testing
Online Access:https://doi.org/10.1186/s13195-021-00888-3

Internet

https://doi.org/10.1186/s13195-021-00888-3

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