Frontiers in Neuroimaging | Neuroimaging Analysis and Protocols

Methods

Published on 09 Jan 2026

M-ECG: extracting heart signals with a novel computational analysis of magnetoencephalography data

in Neuroimaging Analysis and Protocols

Aqil Izadysadr
Hamideh Sadat Bagherzadeh
Jennifer R. Stapleton-Kotloski
Gautam S. Popli
Cormac A. O'Donovan
Dwayne W. Godwin

Frontiers in Neuroimaging

doi 10.3389/fnimg.2025.1675960

666 views

Brief Research Report

Published on 04 Dec 2025

Understanding false positives in control conditions: a simulation study of post-hoc testing in low-powered neuroimaging trials

in Neuroimaging Analysis and Protocols

Ji Hyun Ko

Frontiers in Neuroimaging

doi 10.3389/fnimg.2025.1637148

672 views

Editorial

Published on 29 Oct 2025

Editorial: Spatiotemporal & AI trends in neuroscience, neuroimaging, and neurooncology

in Neuroimaging Analysis and Protocols

Alessandro Crimi
Spyridon Bakas

Frontiers in Neuroimaging

doi 10.3389/fnimg.2025.1716335

867 views

Original Research

Published on 04 Jun 2025

Efficient Fourier base fitting on masked or incomplete structured data

in Neuroimaging Analysis and Protocols

Fariba Karimi
Esra Neufeld
Arya Fallahi
Vartan Kurtcuoglu
Niels Kuster

Frontiers in Neuroimaging

doi 10.3389/fnimg.2025.1480807

1,278 views

Original Research

Published on 04 Jun 2025

AI improves consistency in regional brain volumes measured in ultra-low-field MRI and 3T MRI

in Neuroimaging Analysis and Protocols

Kh Tohidul Islam
Shenjun Zhong
Parisa Zakavi
Helen Kavnoudias
Shawna Farquharson
Gail Durbridge
Markus Barth
Andrew Dwyer
Katie L. McMahon
Paul M. Parizel

Frontiers in Neuroimaging

doi 10.3389/fnimg.2025.1588487

3,230 views
2 citations

Original Research

Published on 06 May 2025

Denoising very low-field magnetic resonance images using native noise modeling

in Neuroimaging Analysis and Protocols

Tonny Ssentamu
Alvin Kimbowa
Ronald Omoding
Edgar Atamba
Pius K. Mukwaya
George W. Jjuuko
Sairam Geethanath

Frontiers in Neuroimaging

doi 10.3389/fnimg.2025.1501801

3,661 views
1 citation

Original Research

Published on 29 Apr 2025

A deep neural network for adaptive spatial smoothing of task fMRI data

in Neuroimaging Analysis and Protocols

Zhengshi Yang
Xiaowei Zhuang
Mark J. Lowe
Dietmar Cordes

Frontiers in Neuroimaging

doi 10.3389/fnimg.2025.1554769

1,991 views
1 citation

Case Report

Published on 25 Feb 2025

Initial insights into post-contrast enhancement in ultra-low-field MRI: Case Report

in Neuroimaging Analysis and Protocols

Ahmed Altaf
Muhammad Sami Alam
Sibgha Khan
Ali Azan
Fatima Mubarak
Edmond Knopp
Khan Siddiqui
Syed Ather Enam

Frontiers in Neuroimaging

doi 10.3389/fnimg.2025.1507522

2,590 views
2 citations

Original Research

Published on 17 Jan 2025

Learning to build low-field MRIs for remote northern communities

in Neuroimaging Analysis and Protocols

Gordon E. Sarty
Logi Vidarsson
Christopher Hansen
Keifer Corrigal
Lionel Sutherland
Millie Jamieson
Micheal Hogue
Haile Kassahun
William Greyeyes
David Teixeira

Frontiers in Neuroimaging

doi 10.3389/fnimg.2024.1521517

3,659 views
2 citations

Original Research

Published on 21 Oct 2024

Iron load in the normal aging brain measured with QSM and R2* at 7T: findings of the SENIOR cohort

in Neuroimaging Analysis and Protocols

Miguel Guevara
Stéphane Roche
Vincent Brochard
Davy Cam
Jacques Badagbon
Yann Leprince
Michel Bottlaender
Yann Cointepas
Jean-François Mangin
Ludovic de Rochefort

Frontiers in Neuroimaging

doi 10.3389/fnimg.2024.1359630

3,497 views
1 citation

Brief Research Report

Published on 27 Mar 2024

Characterizing the binding of TC-5619 and encenicline on the alpha7 nicotinic acetylcholine receptor using PET imaging in the pig

in Neuroimaging Analysis and Protocols

Janus H. Magnussen
Anders Ettrup
Szabolcs Lehel
Dan Peters
Agnete Dyssegaard
Morten S. Thomsen
Jens D. Mikkelsen
Gitte M. Knudsen

Frontiers in Neuroimaging

doi 10.3389/fnimg.2024.1358221

3,343 views
4 citations

Original Research

Published on 13 Nov 2023

Regression models for partially localized fMRI connectivity analyses

in Neuroimaging Analysis and Protocols

Bonnie B. Smith
Yi Zhao
Martin A. Lindquist
Brian Caffo

Frontiers in Neuroimaging

doi 10.3389/fnimg.2023.1178359

2,585 views
2 citations

Editorial

Published on 29 Aug 2023

Editorial: Autonomous magnetic resonance imaging

in Neuroimaging Analysis and Protocols

Sairam Geethanath
Rita G. Nunes
Jon-Fredrik Nielsen

Frontiers in Neuroimaging

doi 10.3389/fnimg.2023.1277580

2,094 views

Original Research

Published on 25 Jul 2023

Label-efficient deep semantic segmentation of intracranial hemorrhages in CT-scans

in Neuroimaging Analysis and Protocols

Antoine Spahr
Jennifer Ståhle
Chunliang Wang
Magnus Kaijser

Frontiers in Neuroimaging

doi 10.3389/fnimg.2023.1157565

3,924 views
5 citations

Original Research

Published on 12 May 2023

AI-driven and automated MRI sequence optimization in scanner-independent MRI sequences formulated by a domain-specific language

in Neuroimaging Analysis and Protocols

Daniel Christopher Hoinkiss
Jörn Huber
Christina Plump
Christoph Lüth
Rolf Drechsler
Matthias Günther

Frontiers in Neuroimaging

doi 10.3389/fnimg.2023.1090054

6,749 views
15 citations

Editorial

Published on 23 Jan 2023

Editorial: Deep learning in neuroimaging-based neurological disease analysis

in Neuroimaging Analysis and Protocols

Xiaoxiao Li
Yu Zhang
Qingyu Zhao

Frontiers in Neuroimaging

doi 10.3389/fnimg.2023.1127719

1,938 views
2 citations

Original Research

Published on 19 Jan 2023

Estimating and mitigating the effects of systemic low frequency oscillations (sLFO) on resting state networks in awake non-human primates using time lag dependent methodology

in Neuroimaging Analysis and Protocols

Lei Cao
Stephen J. Kohut
Blaise deB. Frederick

Frontiers in Neuroimaging

doi 10.3389/fnimg.2022.1031991

2,448 views

Original Research

Published on 12 Jan 2023

Hemodynamic MRI parameters to predict asymptomatic unilateral carotid artery stenosis with random forest machine learning

in Neuroimaging Analysis and Protocols

Carina Gleißner
Stephan Kaczmarz
Jan Kufer
Lena Schmitzer
Michael Kallmayer
Claus Zimmer
Benedikt Wiestler
Christine Preibisch
Jens Göttler

Frontiers in Neuroimaging

doi 10.3389/fnimg.2022.1056503

3,205 views
8 citations

Original Research

Published on 21 Nov 2022

Improving across-dataset brain tissue segmentation for MRI imaging using transformer

in Neuroimaging Analysis and Protocols

Vishwanatha M. Rao
Zihan Wan
Soroush Arabshahi
David J. Ma
Pin-Yu Lee
Ye Tian
Xuzhe Zhang
Andrew F. Laine
Jia Guo

Frontiers in Neuroimaging

doi 10.3389/fnimg.2022.1023481

6,420 views
16 citations

Original Research

Published on 02 Nov 2022

Automatic measure and normalization of spinal cord cross-sectional area using the pontomedullary junction

in Neuroimaging Analysis and Protocols

Sandrine Bédard
Julien Cohen-Adad

Frontiers in Neuroimaging

doi 10.3389/fnimg.2022.1031253

5,413 views
23 citations

Original Research

Published on 26 Aug 2022

Using transfer learning for automated microbleed segmentation

in Neuroimaging Analysis and Protocols

Mahsa Dadar
Maryna Zhernovaia
Sawsan Mahmoud
Richard Camicioli
Josefina Maranzano
Simon Duchesne

Frontiers in Neuroimaging

doi 10.3389/fnimg.2022.940849

3,254 views
4 citations

Study Protocol

Published on 24 Aug 2022

The comorbidity and cognition in multiple sclerosis (CCOMS) neuroimaging protocol: Study rationale, MRI acquisition, and minimal image processing pipelines

in Neuroimaging Analysis and Protocols

Md Nasir Uddin
Teresa D. Figley
Jennifer Kornelsen
Erin L. Mazerolle
Carl A. Helmick
Christopher B. O'Grady
Salina Pirzada
Ronak Patel
Sean Carter
Kaihim Wong

Frontiers in Neuroimaging

doi 10.3389/fnimg.2022.970385

4,774 views
8 citations

Original Research

Published on 13 Jul 2022

Characterization of Early Stage Parkinson's Disease From Resting-State fMRI Data Using a Long Short-Term Memory Network

in Neuroimaging Analysis and Protocols

Xueqi Guo
Sule Tinaz
Nicha C. Dvornek

Frontiers in Neuroimaging

doi 10.3389/fnimg.2022.952084

7,431 views
24 citations

23 articles

articles

M-ECG: extracting heart signals with a novel computational analysis of magnetoencephalography data

Understanding false positives in control conditions: a simulation study of post-hoc testing in low-powered neuroimaging trials

Editorial: Spatiotemporal & AI trends in neuroscience, neuroimaging, and neurooncology

Efficient Fourier base fitting on masked or incomplete structured data

AI improves consistency in regional brain volumes measured in ultra-low-field MRI and 3T MRI

Denoising very low-field magnetic resonance images using native noise modeling

A deep neural network for adaptive spatial smoothing of task fMRI data

Initial insights into post-contrast enhancement in ultra-low-field MRI: Case Report

Learning to build low-field MRIs for remote northern communities

Iron load in the normal aging brain measured with QSM and R2* at 7T: findings of the SENIOR cohort

Characterizing the binding of TC-5619 and encenicline on the alpha7 nicotinic acetylcholine receptor using PET imaging in the pig

Regression models for partially localized fMRI connectivity analyses

Editorial: Autonomous magnetic resonance imaging

Label-efficient deep semantic segmentation of intracranial hemorrhages in CT-scans

AI-driven and automated MRI sequence optimization in scanner-independent MRI sequences formulated by a domain-specific language

Editorial: Deep learning in neuroimaging-based neurological disease analysis

Estimating and mitigating the effects of systemic low frequency oscillations (sLFO) on resting state networks in awake non-human primates using time lag dependent methodology

Hemodynamic MRI parameters to predict asymptomatic unilateral carotid artery stenosis with random forest machine learning

Improving across-dataset brain tissue segmentation for MRI imaging using transformer

Automatic measure and normalization of spinal cord cross-sectional area using the pontomedullary junction

Using transfer learning for automated microbleed segmentation

The comorbidity and cognition in multiple sclerosis (CCOMS) neuroimaging protocol: Study rationale, MRI acquisition, and minimal image processing pipelines

Characterization of Early Stage Parkinson's Disease From Resting-State fMRI Data Using a Long Short-Term Memory Network