Classification of Initial Stages of Alzheimer’s Disease through Pet Neuroimaging Modality and Deep Learning: Quantifying the Impact of Image Filtering Approaches

Classification of Initial Stages of Alzheimer’s Disease through Pet Neuroimaging Modality and Deep Learning: Quantifying the Impact of Image Filtering Approaches

Alzheimer’s disease (AD) is a leading health concern affecting the elderly population worldwide. It is defined by amyloid plaques, neurofibrillary tangles, and neuronal loss. Neuroimaging modalities such as positron emission tomography (PET) and magnetic resonance imaging are routinely used in clini...

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Bibliographic Details
Main Authors: Ahsan Bin Tufail, Yong-Kui Ma, Mohammed K. A. Kaabar, Ateeq Ur Rehman, Rahim Khan, Omar Cheikhrouhou
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Mathematics
Subjects:
neuroimaging
classification
image filtering
statistical comparison
Online Access:https://www.mdpi.com/2227-7390/9/23/3101

Internet

https://www.mdpi.com/2227-7390/9/23/3101

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