Multivariate Pattern Analysis | List of Frontiers open access articles

Original Research

Published on 01 Jun 2022

Treatment Response Prediction for Major Depressive Disorder Patients via Multivariate Pattern Analysis of Thalamic Features

Hanxiaoran Li
Sutao Song
Donglin Wang
Danning Zhang
Zhonglin Tan
Zhenzhen Lian
Yan Wang
Xin Zhou
Chenyuan Pan
Yue Wu

Frontiers in Computational Neuroscience

doi 10.3389/fncom.2022.837093

4,177 views
4 citations

Original Research

Published on 25 Jul 2022

Multivariate Pattern Analysis of Lifelong Premature Ejaculation Based on Multiple Kernel Support Vector Machine

in Computational Psychiatry

Bowen Geng
Ming Gao
Ruiqing Piao
Chengxiang Liu
Ke Xu
Shuming Zhang
Xiao Zeng
Peng Liu
Yanzhu Wang

Frontiers in Psychiatry

doi 10.3389/fpsyt.2022.906404

3,006 views
4 citations

Original Research

Published on 23 Sep 2022

White matter abnormalities and multivariate pattern analysis in anti-NMDA receptor encephalitis

in Neuroimaging

Shengyu Yang
Ying Wu
Lanfeng Sun
Meigang Ma
Sijie Ou
Youshi Meng
Jie Meng
Chunmei Zeng
Qi Huang
Yuan Wu

Frontiers in Psychiatry

doi 10.3389/fpsyt.2022.997758

3,139 views
7 citations

Original Research

Published on 17 Dec 2020

Investigating the Impact of the Missing Significant Objects in Scene Recognition Using Multivariate Pattern Analysis

Jin Gu
Baolin Liu
Weiran Yan
Qiaomu Miao
Jianguo Wei

Frontiers in Neurorobotics

doi 10.3389/fnbot.2020.597471

4,430 views
1 citation

Original Research

Published on 19 Jul 2024

Multivariate pattern analysis of medical imaging-based Alzheimer's disease

in Precision Medicine

Maitha Alarjani
Badar Almarri

Frontiers in Medicine

doi 10.3389/fmed.2024.1412592

3,407 views
4 citations

Original Research

Published on 10 May 2022

Combined Intrinsic Local Functional Connectivity With Multivariate Pattern Analysis to Identify Depressed Essential Tremor

in Movement Disorders

Xueyan Zhang
Li Tao
Huiyue Chen
Xiaoyu Zhang
Hansheng Wang
Wanlin He
Qin Li
Fajin Lv
Tianyou Luo
Jin Luo

Frontiers in Neurology

doi 10.3389/fneur.2022.847650

2,686 views
5 citations

Technology and Code

Published on 08 Jul 2020

MVPANI: A Toolkit With Friendly Graphical User Interface for Multivariate Pattern Analysis of Neuroimaging Data

in Brain Imaging Methods

Yanmin Peng
Xi Zhang
Yifan Li
Qian Su
Sijia Wang
Feng Liu
Chunshui Yu
Meng Liang

Frontiers in Neuroscience

doi 10.3389/fnins.2020.00545

11,145 views
56 citations

Perspective

Published on 23 Nov 2012

What Makes a Pattern? Matching Decoding Methods to Data in Multivariate Pattern Analysis

in Brain Imaging Methods

Philip A Kragel
R. McKell Carter
Scott A Huettel

Frontiers in Neuroscience

doi 10.3389/fnins.2012.00162

11,862 views
21 citations

Methods

Published on 24 Aug 2023

The PyMVPA BIDS-App: a robust multivariate pattern analysis pipeline for fMRI data

in Brain Imaging Methods

Sajjad Torabian
Natalia Vélez
Vanessa Sochat
Yaroslav O. Halchenko
Emily D. Grossman

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1233416

4,818 views
2 citations

Original Research

Published on 06 Dec 2018

Regional Homogeneity and Multivariate Pattern Analysis of Cervical Spondylosis Neck Pain and the Modulation Effect of Treatment

in Brain Imaging Methods

Jun Chen
Zengjian Wang
Yiheng Tu
Xian Liu
Kristen Jorgenson
Guoxi Ye
Chenlin Lin
Jianhua Liu
Joel Park
Courtney Lang

Frontiers in Neuroscience

doi 10.3389/fnins.2018.00900

5,360 views
27 citations

Original Research

Published on 04 Dec 2018

Regulating Craving by Anticipating Positive and Negative Outcomes: A Multivariate Pattern Analysis and Network Connectivity Approach

in Motivation and Reward

Johann D. Kruschwitz
Vera U. Ludwig
Lea Waller
David List
David Wisniewski
Uta Wolfensteller
Thomas Goschke
Henrik Walter

Frontiers in Behavioral Neuroscience

doi 10.3389/fnbeh.2018.00297

7,556 views
21 citations

Methods

Published on 22 Jul 2016

CoSMoMVPA: Multi-Modal Multivariate Pattern Analysis of Neuroimaging Data in Matlab/GNU Octave

Nikolaas N. Oosterhof
Andrew C. Connolly
James V. Haxby

Frontiers in Neuroinformatics

doi 10.3389/fninf.2016.00027

34,727 views
715 citations

Original Research

Published on 21 Jul 2021

Altered Functional Brain Network in Systemic Lupus Erythematosus Patients Without Overt Neuropsychiatric Symptoms Based on Resting-State Functional Magnetic Resonance Imaging and Multivariate Pattern Analysis

in Applied Neuroimaging

Yiling Wang
Muliang Jiang
Lixuan Huang
Xia Meng
Shu Li
Xiaoqi Pang
Zisan Zeng

Frontiers in Neurology

doi 10.3389/fneur.2021.690979

3,961 views
12 citations

Original Research

Published on 12 Oct 2021

Identifying Depressed Essential Tremor Using Resting-State Voxel-Wise Global Brain Connectivity: A Multivariate Pattern Analysis

in Brain Imaging and Stimulation

Yufen Li
Li Tao
Huiyue Chen
Hansheng Wang
Xiaoyu Zhang
Xueyan Zhang
Xiyue Duan
Zhou Fang
Qin Li
Wanlin He

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.736155

4,544 views
6 citations

Technology and Code

Published on 02 Mar 2021

Deep-Learning-Based Multivariate Pattern Analysis (dMVPA): A Tutorial and a Toolbox

in Cognitive Neuroscience

Karl M. Kuntzelman
Jacob M. Williams
Phui Cheng Lim
Ashok Samal
Prahalada K. Rao
Matthew R. Johnson

Frontiers in Human Neuroscience

doi 10.3389/fnhum.2021.638052

13,660 views
13 citations

Original Research

Published on 01 Aug 2022

The bottom-up information transfer process and top-down attention control underlying tonal working memory

in Brain Imaging Methods

Qiang Li
Dinghong Gong
Yuan Zhang
Hongyi Zhang
Guangyuan Liu

Frontiers in Neuroscience

doi 10.3389/fnins.2022.935120

3,459 views
4 citations

Articles

Treatment Response Prediction for Major Depressive Disorder Patients via Multivariate Pattern Analysis of Thalamic Features

Multivariate Pattern Analysis of Lifelong Premature Ejaculation Based on Multiple Kernel Support Vector Machine

White matter abnormalities and multivariate pattern analysis in anti-NMDA receptor encephalitis

Investigating the Impact of the Missing Significant Objects in Scene Recognition Using Multivariate Pattern Analysis

Multivariate pattern analysis of medical imaging-based Alzheimer's disease

Combined Intrinsic Local Functional Connectivity With Multivariate Pattern Analysis to Identify Depressed Essential Tremor

MVPANI: A Toolkit With Friendly Graphical User Interface for Multivariate Pattern Analysis of Neuroimaging Data

What Makes a Pattern? Matching Decoding Methods to Data in Multivariate Pattern Analysis

The PyMVPA BIDS-App: a robust multivariate pattern analysis pipeline for fMRI data

Regional Homogeneity and Multivariate Pattern Analysis of Cervical Spondylosis Neck Pain and the Modulation Effect of Treatment

Regulating Craving by Anticipating Positive and Negative Outcomes: A Multivariate Pattern Analysis and Network Connectivity Approach

CoSMoMVPA: Multi-Modal Multivariate Pattern Analysis of Neuroimaging Data in Matlab/GNU Octave

Altered Functional Brain Network in Systemic Lupus Erythematosus Patients Without Overt Neuropsychiatric Symptoms Based on Resting-State Functional Magnetic Resonance Imaging and Multivariate Pattern Analysis

Identifying Depressed Essential Tremor Using Resting-State Voxel-Wise Global Brain Connectivity: A Multivariate Pattern Analysis

Deep-Learning-Based Multivariate Pattern Analysis (dMVPA): A Tutorial and a Toolbox

The bottom-up information transfer process and top-down attention control underlying tonal working memory