Discriminative Analysis of Nonlinear Functional Connectivity in Schizophrenia

Detection of Emotions from Electroencephalographic Recordings by Means of a Nonlinear Functional Connectivity Measure

10.1007/978-3-030-85030-2_20 ◽

2021 ◽

pp. 242-252

Author(s):

Beatriz García-Martínez ◽

Antonio Fernández-Caballero ◽

Raúl Alcaraz ◽

Arturo Martínez-Rodrigo

Keyword(s):

Functional Connectivity ◽

Nonlinear Functional ◽

Connectivity Measure

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Mutual connectivity analysis (MCA) using generalized radial basis function neural networks for nonlinear functional connectivity network recovery in resting-state functional MRI

10.1117/12.2216900 ◽

2016 ◽

Author(s):

Adora M. D'Souza ◽

Anas Zainul Abidin ◽

Mahesh B. Nagarajan ◽

Axel Wismüller

Keyword(s):

Neural Networks ◽

Functional Connectivity ◽

Radial Basis Function ◽

Functional Mri ◽

Basis Function ◽

Resting State ◽

Connectivity Analysis ◽

Nonlinear Functional ◽

Network Recovery ◽

Radial Basis

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Mutual Connectivity Analysis (MCA) for Nonlinear Functional Connectivity Network Recovery in the Human Brain Using Convergent Cross-Mapping and Non-metric Clustering

Advances in Self-Organizing Maps and Learning Vector Quantization - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-319-28518-4_19 ◽

2016 ◽

pp. 217-226 ◽

Cited By ~ 1

Author(s):

Axel Wismüller ◽

Anas Z. Abidin ◽

Adora M. DSouza ◽

Mahesh B. Nagarajan

Keyword(s):

Functional Connectivity ◽

Human Brain ◽

Connectivity Analysis ◽

Nonlinear Functional ◽

Network Recovery ◽

Convergent Cross Mapping

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Discriminative analysis of resting-state brain functional connectivity patterns of Attention-Deficit Hyperactivity Disorder using Kernel Principal Component Analysis

2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) ◽

10.1109/fskd.2011.6019911 ◽

2011 ◽

Cited By ~ 3

Author(s):

Xunheng Wang ◽

Yun Jiao ◽

Zuhong Lu

Keyword(s):

Principal Component Analysis ◽

Attention Deficit Hyperactivity Disorder ◽

Functional Connectivity ◽

Resting State ◽

Principal Component ◽

Kernel Principal Component Analysis ◽

Hyperactivity Disorder ◽

Connectivity Patterns ◽

Discriminative Analysis ◽

Brain Functional Connectivity

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Detection of differentially developed functional connectivity patterns in adolescents based on tensor discriminative analysis

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) ◽

10.1109/isbi.2018.8363512 ◽

2018 ◽

Author(s):

Jian Fang ◽

Julia Stephen ◽

Tony Wilson ◽

Vince D. Calhoun ◽

Yu-Ping Wang

Keyword(s):

Functional Connectivity ◽

Connectivity Patterns ◽

Discriminative Analysis

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Discriminative Analysis of Brain Functional Connectivity Patterns for Mental Fatigue Classification

Annals of Biomedical Engineering ◽

10.1007/s10439-014-1059-8 ◽

2014 ◽

Vol 42 (10) ◽

pp. 2084-2094 ◽

Cited By ~ 23

Author(s):

Yu Sun ◽

Julian Lim ◽

Jianjun Meng ◽

Kenneth Kwok ◽

Nitish Thakor ◽

...

Keyword(s):

Functional Connectivity ◽

Mental Fatigue ◽

Connectivity Patterns ◽

Discriminative Analysis ◽

Brain Functional Connectivity

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Discriminative analysis of resting-state functional connectivity patterns of schizophrenia using low dimensional embedding of fMRI

NeuroImage ◽

10.1016/j.neuroimage.2009.11.011 ◽

2010 ◽

Vol 49 (4) ◽

pp. 3110-3121 ◽

Cited By ~ 245

Author(s):

Hui Shen ◽

Lubin Wang ◽

Yadong Liu ◽

Dewen Hu

Keyword(s):

Functional Connectivity ◽

Resting State ◽

Resting State Functional Connectivity ◽

Connectivity Patterns ◽

Discriminative Analysis ◽

Low Dimensional

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Discriminative Analysis of Parkinson’s Disease Based on Whole-Brain Functional Connectivity

PLoS ONE ◽

10.1371/journal.pone.0124153 ◽

2015 ◽

Vol 10 (4) ◽

pp. e0124153 ◽

Cited By ~ 14

Author(s):

Yongbin Chen ◽

Wanqun Yang ◽

Jinyi Long ◽

Yuhu Zhang ◽

Jieying Feng ◽

...

Keyword(s):

Parkinson’S Disease ◽

Parkinson's Disease ◽

Functional Connectivity ◽

Whole Brain ◽

Discriminative Analysis ◽

Brain Functional Connectivity

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Comparison of linear and nonlinear functional connectivity in Alcoholic patients

World Congress on Medical Physics and Biomedical Engineering 2006 - IFMBE Proceedings ◽

10.1007/978-3-540-36841-0_267 ◽

2007 ◽

pp. 1115-1118 ◽

Cited By ~ 1

Author(s):

Hye-ran Jang ◽

Hee-kyoung Ko ◽

Charles-Francois Vincent Latchoumane ◽

Jeong-Ho Chae ◽

Jaeseung Jeong

Keyword(s):

Functional Connectivity ◽

Nonlinear Functional ◽

Linear And Nonlinear

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Nonlinear functional connectivity network recovery in the human brain with mutual connectivity analysis (MCA): convergent cross-mapping and non-metric clustering

10.1117/12.2082124 ◽

2015 ◽

Author(s):

Axel Wismüller ◽

Anas Z. Abidin ◽

Adora M. D'Souza ◽

Xixi Wang ◽

Susan K. Hobbs ◽

...

Keyword(s):

Functional Connectivity ◽

Human Brain ◽

Connectivity Analysis ◽

Nonlinear Functional ◽

Network Recovery ◽

Convergent Cross Mapping

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