Stacked Deep Dense Neural Network Model to Predict Alzheimer’s Dementia Using Audio Transcript Data

Stacked Deep Dense Neural Network Model to Predict Alzheimer’s Dementia Using Audio Transcript Data

Alzheimer’s disease (AD) is caused by cortical degeneration leading to memory loss and dementia. A possible criterion for the early identification of Alzheimer’s dementia is to identify the difference between positive and negative linguistic and cognitive abilities of the patie...

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Bibliographic Details
Main Authors: Yusera Farooq Khan, Baijnath Kaushik, Mohammad Khalid Imam Rahmani, Md Ezaz Ahmed
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Dementia
audio transcript data
deep learning
convolutional neural network
Bi-LSTM
stacked deep dense neural network
Online Access:https://ieeexplore.ieee.org/document/9740199/

Internet

https://ieeexplore.ieee.org/document/9740199/

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