Volumetric Feature-Based Alzheimer’s Disease Diagnosis From sMRI Data Using a Convolutional Neural Network and a Deep Neural Network

Volumetric Feature-Based Alzheimer’s Disease Diagnosis From sMRI Data Using a Convolutional Neural Network and a Deep Neural Network

Alzheimer's disease (AD) is a progressive neurodegenerative disorder that is mostly prevalent in people older than 65 years. The hippocampus is a widely studied region of interest (ROI) for a number of reasons, such as memory function analysis, stress development observation and neurological di...

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Bibliographic Details
Main Authors: Abol Basher, Byeong C. Kim, Kun Ho Lee, Ho Yub Jung
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Hippocampus
volumetric features
2-D/3-D patches
hough-CNN
CNN
DNN
Online Access:https://ieeexplore.ieee.org/document/9354805/

Internet

https://ieeexplore.ieee.org/document/9354805/

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