Xu Y - Search Results

1

Machine Learning Classification Combining Multiple Features of A Hyper-Network of fMRI Data in Alzheimer's Disease.

Guo H, Zhang F, Chen J, Xu Y, Xiang J. Guo H, et al. Among authors: xu y. Front Neurosci. 2017 Nov 21;11:615. doi: 10.3389/fnins.2017.00615. eCollection 2017. Front Neurosci. 2017. PMID: 29209156 Free PMC article.

2

Mechanism of Cerebralcare Granule® for Improving Cognitive Function in Resting-State Brain Functional Networks of Sub-healthy Subjects.

Li J, Guo H, Ge L, Cheng L, Wang J, Li H, Zhang K, Xiang J, Chen J, Zhang H, Xu Y. Li J, et al. Among authors: xu y. Front Neurosci. 2017 Jul 14;11:410. doi: 10.3389/fnins.2017.00410. eCollection 2017. Front Neurosci. 2017. PMID: 28769748 Free PMC article.

3

Alzheimer Classification Using a Minimum Spanning Tree of High-Order Functional Network on fMRI Dataset.

Guo H, Liu L, Chen J, Xu Y, Jie X. Guo H, et al. Among authors: xu y. Front Neurosci. 2017 Dec 1;11:639. doi: 10.3389/fnins.2017.00639. eCollection 2017. Front Neurosci. 2017. PMID: 29249926 Free PMC article.

4

Resting-State Brain Functional Hyper-Network Construction Based on Elastic Net and Group Lasso Methods.

Guo H, Li Y, Xu Y, Jin Y, Xiang J, Chen J. Guo H, et al. Among authors: xu y. Front Neuroinform. 2018 May 15;12:25. doi: 10.3389/fninf.2018.00025. eCollection 2018. Front Neuroinform. 2018. PMID: 29867426 Free PMC article.

5

Resting-State Functional Network Scale Effects and Statistical Significance-Based Feature Selection in Machine Learning Classification.

Guo H, Li Y, Mensah GK, Xu Y, Chen J, Xiang J, Chen D. Guo H, et al. Among authors: xu y. Comput Math Methods Med. 2019 Nov 4;2019:9108108. doi: 10.1155/2019/9108108. eCollection 2019. Comput Math Methods Med. 2019. PMID: 31781290 Free PMC article.

6

Hypernetwork Construction and Feature Fusion Analysis Based on Sparse Group Lasso Method on fMRI Dataset.

Li Y, Sun C, Li P, Zhao Y, Mensah GK, Xu Y, Guo H, Chen J. Li Y, et al. Among authors: xu y. Front Neurosci. 2020 Feb 12;14:60. doi: 10.3389/fnins.2020.00060. eCollection 2020. Front Neurosci. 2020. PMID: 32116508 Free PMC article.

7

Corrigendum: Hypernetwork Construction and Feature Fusion Analysis Based on Sparse Group Lasso Method on fMRI Dataset.

Li Y, Sun C, Li P, Zhao Y, Mensah GK, Xu Y, Guo H, Chen J. Li Y, et al. Among authors: xu y. Front Neurosci. 2020 Apr 2;14:243. doi: 10.3389/fnins.2020.00243. eCollection 2020. Front Neurosci. 2020. PMID: 32300289 Free PMC article.

8

Construction and Multiple Feature Classification Based on a High-Order Functional Hypernetwork on fMRI Data.

Li Y, Li Q, Li T, Zhou Z, Xu Y, Yang Y, Chen J, Guo H. Li Y, et al. Among authors: xu y. Front Neurosci. 2022 Apr 13;16:848363. doi: 10.3389/fnins.2022.848363. eCollection 2022. Front Neurosci. 2022. PMID: 35495049 Free PMC article.

9

Machine-Learning Classifier for Patients with Major Depressive Disorder: Multifeature Approach Based on a High-Order Minimum Spanning Tree Functional Brain Network.

Guo H, Qin M, Chen J, Xu Y, Xiang J. Guo H, et al. Among authors: xu y. Comput Math Methods Med. 2017;2017:4820935. doi: 10.1155/2017/4820935. Epub 2017 Dec 14. Comput Math Methods Med. 2017. PMID: 29387141 Free PMC article.

10

fMRI classification method with multiple feature fusion based on minimum spanning tree analysis.

Guo H, Yan P, Cheng C, Li Y, Chen J, Xu Y, Xiang J. Guo H, et al. Among authors: xu y. Psychiatry Res Neuroimaging. 2018 Jul 30;277:14-27. doi: 10.1016/j.pscychresns.2018.05.001. Epub 2018 May 22. Psychiatry Res Neuroimaging. 2018. PMID: 29793077

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