Localized instance fusion of MRI data of Alzheimer’s disease for classification based on instance transfer ensemble learning

Localized instance fusion of MRI data of Alzheimer’s disease for classification based on instance transfer ensemble learning

Abstract Background Diagnosis of Alzheimer’s disease (AD) is very important, and MRI is an effective imaging mode of Alzheimer’s disease. There are many existing studies on the diagnosis of Alzheimer’s disease based on MRI data. However, there are no studies on the transfer learning between differen...

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Bibliographic Details
Main Authors: Xiaoheng Tan, Yuchuan Liu, Yongming Li, Pin Wang, Xiaoping Zeng, Fang Yan, Xinke Li
Format: Article
Language:English
Published: BMC 2018-05-01
Series:BioMedical Engineering OnLine
Subjects:
Alzheimer’s disease
Magnetic resonance imaging
Instance transfer learning
Classification
Localized instance fusion
Online Access:http://link.springer.com/article/10.1186/s12938-018-0489-1

Internet

http://link.springer.com/article/10.1186/s12938-018-0489-1

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