Systematic Review

Published on 31 Aug 2023

Low-frequency oscillations in the brain show differential regional associations with severity of cerebral small vessel disease: a systematic review

in Brain Imaging Methods

James Thomas
Peter Jezzard
Alastair J. S. Webb

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1254209

2,812 views
2 citations

Original Research

Published on 29 Aug 2023

Identifying major predictors for parenting stress in a caregiver of autism spectrum disorder using machine learning models

in Brain Imaging Methods

Hangnyoung Choi
Jae Han Kim
Hwiyoung Kim
Keun-Ah Cheon

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1229155

3,144 views
1 citation

Original Research

Published on 29 Aug 2023

Evaluation of deep learning models for quality control of MR spectra

in Brain Imaging Methods

Sana Vaziri
Huawei Liu
Emily Xie
Hélène Ratiney
Michaël Sdika
Janine M. Lupo
Duan Xu
Yan Li

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1219343

1,504 views

Original Research

Published on 28 Aug 2023

Temporal-frequency-phase feature classification using 3D-convolutional neural networks for motor imagery and movement

in Brain Imaging Methods

Chengcheng Fan
Banghua Yang
Xiaoou Li
Peng Zan

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1250991

1,582 views
3 citations

Original Research

Published on 28 Aug 2023

Generation of a whole-brain hemodynamic response function and sex-specific differences in cerebral processing of mechano-sensation in mice detected by BOLD fMRI

in Brain Imaging Methods

Hui-Fen Chen
Henriette Lambers
Nina Nagelmann
Martin Sandbrink
Daniel Segelcke
Esther Pogatzki-Zahn
Cornelius Faber
Bruno Pradier

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1187328

1,931 views
1 citation

Original Research

Published on 25 Aug 2023

Fiber-orientation independent component of R2* obtained from single-orientation MRI measurements in simulations and a post-mortem human optic chiasm

in Brain Imaging Methods

Francisco J. Fritz
Laurin Mordhorst
Mohammad Ashtarayeh
Joao Periquito
Andreas Pohlmann
Markus Morawski
Carsten Jaeger
Thoralf Niendorf
Kerrin J. Pine
Martina F. Callaghan

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1133086

1,905 views

Original Research

Published on 24 Aug 2023

Automatic depression diagnosis through hybrid EEG and near-infrared spectroscopy features using support vector machine

in Brain Imaging Methods

Li Yi
Guojun Xie
Zhihao Li
Xiaoling Li
Yizheng Zhang
Kai Wu
Guangjian Shao
Biliang Lv
Huan Jing
Chunguo Zhang

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1205931

3,484 views
7 citations

Original Research

Published on 24 Aug 2023

Machine learning-based classification of chronic traumatic brain injury using hybrid diffusion imaging

in Brain Imaging Methods

Jennifer J. Muller
Ruixuan Wang
Devon Milddleton
Mahdi Alizadeh
Ki Chang Kang
Ryan Hryczyk
George Zabrecky
Chloe Hriso
Emily Navarreto
Nancy Wintering

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1182509

2,692 views
2 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

2,970 views
1 citation

Original Research

Published on 23 Aug 2023

Integrative Bayesian tensor regression for imaging genetics applications

in Brain Imaging Methods

Yajie Liu
Nilanjana Chakraborty
Zhaohui S. Qin
Suprateek Kundu
The Alzheimer’s Disease Neuroimaging Initiative

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1212218

1,877 views

Original Research

Published on 21 Aug 2023

Abnormal static and dynamic functional network connectivity of the whole-brain in children with generalized tonic-clonic seizures

in Brain Imaging Methods

Yongxin Li
Yun Ran
Qian Chen

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1236696

2,058 views
3 citations

Editorial

Published on 18 Aug 2023

Editorial: Deep learning for multimodal brain data processing and analysis

in Brain Imaging Methods

Liansheng Wang
Lequan Yu
Baptiste Magnier

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1264015

1,391 views

Review

Published on 17 Aug 2023

Brain disease research based on functional magnetic resonance imaging data and machine learning: a review

in Brain Imaging Methods

Jing Teng
Chunlin Mi
Jian Shi
Na Li

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1227491

5,483 views
2 citations

Hypothesis and Theory

Published on 17 Aug 2023

Resting-state networks representation of the global phenomena

in Brain Imaging Methods

Shiori Amemiya
Hidemasa Takao
Shouhei Hanaoka
Osamu Abe

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1220848

1,203 views

Original Research

Published on 16 Aug 2023

The characteristics of brain network in patient with post-stroke depression under cognitive task condition

in Brain Imaging Methods

Yu Peng
Yang Zheng
Ziwen Yuan
Jing Guo
Chunyang Fan
Chenxi Li
Jingyuan Deng
Siming Song
Jin Qiao
Jue Wang

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1242543

2,438 views
4 citations

Original Research

Published on 16 Aug 2023

Radiomic markers of intracerebral hemorrhage expansion on non-contrast CT: independent validation and comparison with visual markers

in Brain Imaging Methods

Stefan P. Haider
Adnan I. Qureshi
Abhi Jain
Hishan Tharmaseelan
Elisa R. Berson
Tal Zeevi
David J. Werring
Moritz Gross
Adrian Mak
Ajay Malhotra

Frontiers in Neuroscience

doi 10.3389/fnins.2023.1225342

2,227 views
7 citations

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Articles

Low-frequency oscillations in the brain show differential regional associations with severity of cerebral small vessel disease: a systematic review

Identifying major predictors for parenting stress in a caregiver of autism spectrum disorder using machine learning models

Evaluation of deep learning models for quality control of MR spectra

Temporal-frequency-phase feature classification using 3D-convolutional neural networks for motor imagery and movement

Generation of a whole-brain hemodynamic response function and sex-specific differences in cerebral processing of mechano-sensation in mice detected by BOLD fMRI

Fiber-orientation independent component of R2* obtained from single-orientation MRI measurements in simulations and a post-mortem human optic chiasm

Automatic depression diagnosis through hybrid EEG and near-infrared spectroscopy features using support vector machine

Machine learning-based classification of chronic traumatic brain injury using hybrid diffusion imaging

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

Integrative Bayesian tensor regression for imaging genetics applications

Abnormal static and dynamic functional network connectivity of the whole-brain in children with generalized tonic-clonic seizures

Editorial: Deep learning for multimodal brain data processing and analysis

Brain disease research based on functional magnetic resonance imaging data and machine learning: a review

Resting-state networks representation of the global phenomena

The characteristics of brain network in patient with post-stroke depression under cognitive task condition

Radiomic markers of intracerebral hemorrhage expansion on non-contrast CT: independent validation and comparison with visual markers