Ensemble learning using traditional machine learning and deep neural network for diagnosis of Alzheimer’s disease

Ensemble learning using traditional machine learning and deep neural network for diagnosis of Alzheimer’s disease

In recent years, Alzheimer’s disease (AD) diagnosis using neuroimaging and deep learning has drawn great research attention. However, due to the scarcity of training neuroimaging data, many deep learning models have suffered from severe overfitting. In this study, we propose an ensemble learning fra...

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Bibliographic Details
Main Authors: Dong Nguyen, Hoang Nguyen, Hong Ong, Hoang Le, Huong Ha, Nguyen Thanh Duc, Hoan Thanh Ngo
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:IBRO Neuroscience Reports
Subjects:
Machine learning
Deep learning
Ensemble learning
Alzheimer’s disease diagnosis
Online Access:http://www.sciencedirect.com/science/article/pii/S2667242122000628

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http://www.sciencedirect.com/science/article/pii/S2667242122000628

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