Use of Overlapping Group LASSO Sparse Deep Belief Network to Discriminate Parkinson's Disease and Normal Control

Use of Overlapping Group LASSO Sparse Deep Belief Network to Discriminate Parkinson's Disease and Normal Control

As a medical imaging technology which can show the metabolism of the brain, 18F-fluorodeoxyglucose (FDG)-positron emission tomography (PET) is of great value for the diagnosis of Parkinson's Disease (PD). With the development of pattern recognition technology, analysis of brain images using dee...

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Bibliographic Details
Main Authors: Ting Shen, Jiehui Jiang, Wei Lin, Jingjie Ge, Ping Wu, Yongjin Zhou, Chuantao Zuo, Jian Wang, Zhuangzhi Yan, Kuangyu Shi
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-04-01
Series:Frontiers in Neuroscience
Subjects:
Parkinson's disease
Deep Belief Network
overlapping group LASSO
sparse representation
deep learning
early diagnose
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2019.00396/full

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https://www.frontiersin.org/article/10.3389/fnins.2019.00396/full

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