Convolutional Neural Networks to Classify Alzheimer’s Disease Severity Based on SPECT Images: A Comparative Study

Convolutional Neural Networks to Classify Alzheimer’s Disease Severity Based on SPECT Images: A Comparative Study

Image recognition and neuroimaging are increasingly being used to understand the progression of Alzheimer’s disease (AD). However, image data from single-photon emission computed tomography (SPECT) are limited. Medical image analysis requires large, labeled training datasets. Therefore, studies have...

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Bibliographic Details
Main Authors: Wei-Chih Lien, Chung-Hsing Yeh, Chun-Yang Chang, Chien-Hsiang Chang, Wei-Ming Wang, Chien-Hsu Chen, Yang-Cheng Lin
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Journal of Clinical Medicine
Subjects:
convolutional neural network (CNN)
Alzheimer’s disease (AD)
single-photon emission computed tomography (SPECT)
transfer learning
image recognition
Online Access:https://www.mdpi.com/2077-0383/12/6/2218

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https://www.mdpi.com/2077-0383/12/6/2218

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