Classification of Alzheimer’s Disease with and without Imagery Using Gradient Boosted Machines and ResNet-50

Classification of Alzheimer’s Disease with and without Imagery Using Gradient Boosted Machines and ResNet-50

Background. Alzheimer’s is a disease for which there is no cure. Diagnosing Alzheimer’s disease (AD) early facilitates family planning and cost control. The purpose of this study is to predict the presence of AD using socio-demographic, clinical, and magnetic resonance imaging (M...

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Bibliographic Details
Main Authors: Lawrence V. Fulton, Diane Dolezel, Jordan Harrop, Yan Yan, Christopher P. Fulton
Format: Article
Language:English
Published: MDPI AG 2019-08-01
Series:Brain Sciences
Subjects:
Alzheimer’s disease
extreme gradient boosting
deep residual learning
convolutional neural networks
machine learning
dementia
Online Access:https://www.mdpi.com/2076-3425/9/9/212

Internet

https://www.mdpi.com/2076-3425/9/9/212

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