Evaluation of ICA-AROMA and alternative strategies for motion artifact removal in resting state fMRI

Pruim, Raimon H.R., Mennes, Maarten, Buitelaar, Jan K., Beckmann, Christian F.·2015·NeuroImage

DOI 10.1016/j.neuroimage.2015.02.063

Cited by (487)

Items 401–487 of 487

Disruptions of Hierarchical Cortical Organisation in Early Psychosis and Schizophrenia
Alexander Holmes, Priscila Thalenberg Levi, Yu‐Chi Chen, Sidhant Chopra, Kevin M. Aquino, James Christopher S. Pang, Alex Fornito · 2023 · medRxiv
Primary open angle glaucoma is associated with cortico-cortical receptive fields changes in early visual cortex
Azzurra Invernizzi, Joana Carvalho, Joana Martins, Nomdo M. Jansonius, Remco J. Renken, Frans W. Cornelissen · 2025 · medRxiv
Intersecting effects of social circumstances and transcendent thinking on mid-adolescents’ longitudinal functional connectome development
Amirhossein Ghaderi, Xiao‐Fei Yang, Rebecca J. M. Gotlieb, David Johnson, Mary Helen Immordino‐Yang · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
Imbalanced temporal states of cortical blood-oxygen-level-dependent signal variability during rest in episodic migraine
Dániel Veréb, Nikoletta Szabó, Bálint Kincses, Laura Szücs-Bencze, Péter Faragó, Máté Csomós, Szabolcs István Antal, Krisztián Kocsis, Bernadett Tuka, Zsigmond Tamás Kincses · 2024 · The Journal of Headache and Pain
Estimation and removal of residual motion artifact in retrospectively motion-corrected fMRI data: A comparison of intervolume and intravolume motion using gold standard simulated motion data
Wanyong Shin, Paul A. Taylor, Mark J. Lowe · 2024 · Aperture Neuro
Measuring the effects of motion corruption in fetal fMRI
Athena Taymourtash, Ernst Schwartz, Karl‐Heinz Nenning, Roxane Licandro, Patric Kienast, Veronika Hielle, Daniela Prayer, Gregor J. Kasprian, Georg Langs · 2025 · Human Brain Mapping
CICADA: An automated and flexible tool for comprehensive fMRI noise reduction
Keith C. Dodd, Maureen McHugo, Lauren Sarabia, Korey P. Wylie, Kristina T. Legget, Marc‐André Cornier, Jason R. Tregellas · 2025 · Imaging Neuroscience
Resting‐State Brain Activity in Acute and Chronic Complex Regional Pain Syndrome
Jiechu Chen, Mohammad Jammoul, Ann‐Kristin Reinhold, Juliane Becker, Michael Alexander Harnik, Madalina E. Tivarus, György A. Homola, Magnus Schindehütte, Grit Hein, Claudia Sommer et al. · 2025 · European Journal of Neuroscience
Brain activation for language and its relationship to cognitive and linguistic measures
Irene Balboni, A. Rampinini, Olga Kepinska, Raphael Berthele, N. Golestani · 2025 · bioRxiv
Sex differences in reward network activation are linked to problematic substance use among high-risk adolescents
Olivia K. Murray, Paola P Mattey-Mora, Joseph M. Aloi, Sydney Lovins, Michael P. Smoker, Leslie A. Hulvershorn · 2025 · Advances in Drug and Alcohol Research
A brain-state-informed framework for simultaneous extinction of fear and functional magnetic resonance imaging acquisition in rodents
Elena Andres, Felipe Aedo-Jury, Lara Hamzehpour, Dirk Cleppien, Raffaël Kalisch, Albrecht Stroh · 2025 · Cerebral Cortex
Spatiotemporal brain dynamics in 8-to-9-year-old children: A comparative study between preterm and term schoolchildren
Solange Denervaud, Paola Zanchi, Céline J. Fischer Fumeaux, Cléo Huguenin-Virchaux, Laureline Besuchet, Patric Hagmann, Anita C. Truttmann, Juliane Schneider · 2026 · NeuroImage Clinical
Disrupted Salience Network and Its Deteriorated Interaction With the Central Executive Network in Anorexia Nervosa: A Multicenter Study
Momoka Taniguchi, Tomomi Noda, Tsunehiko Takamura, Keima Tose, Momo Sunada, Kana Morimoto, Yichen Yang, Haruka Kozuki, Yusuke Sudo, Rio Kamashita et al. · 2026 · Biological Psychiatry Global Open Science
Dynamic coactivation patterns during repetitive negative thinking: A cross-sectional fMRI study
Marvin Sören Meiering, Emily L. Belleau, David Weigner, Rebecca Gruzman, Diego A. Pizzagalli, Sören Enge, Simone Grimm · 2026 · Psychological Medicine
Altered brain connectivity in sensory and motor cortices underlying atopic dermatitis
Da-Eun Yoon, S.Y. Lee, Jundong Kim, Kyuseok Kim, Junsuk Kim, Younbyoung Chae, Hi-Joon Park, In‐Seon Lee · 2026 · Allergology International
Stable Mechanoreceptive Somatotopy in Chronic Low Back Pain: Is Cortical Map Reorganization a Myth?
Monika Dörig, David M. Cole, Alexandros Guekos, Philipp Stämpfli, Philipp Schuetz, Louis Schibli, Petra Schweinhardt, Meier Ml · 2026 · Journal of Neuroscience
Benchmarking fMRI Denoising Pipelines
Tianye Zhai, Hong Gu, A R Holton, Elanor Chang, Blaise B. Frederick, Thomas J. Ross, Yihong Yang, Amy C. Janes · 2026 · Human Brain Mapping
Early cerebral amyloid angiopathy-related pathology is associated with localized functional brain connectivity
Nadieh Drenth, Suzanne E. van Dijk, Anne Hafkemeijer, Serge A.R.B. Rombouts, Jeroen van der Grond, Sanneke van Rooden · 2026 · Journal of Alzheimer s Disease
Motor theory modulated by task load: Effects of tDCS over the LSTG on connectivity patterns for phonological processing
Lílian Rodrigues de Almeida, Paul A. Pope, P. Hansen · 2021 · Journal of Neurolinguistics
Head motion and physiological effects
Chao‐Gan Yan, Rasmus M. Birn · 2023 · Elsevier eBooks
Spatial and Temporal Quality of Brain Networks for Different Multi-Echo fMRI Combination Methods
Jesper Pilmeyer, Georgios M. Hadjigeorgiou, Rolf M. J. N. Lamerichs, Marcel M. Breeuwer, Albert Pierre Aldenkamp, Svitlana Zinger · 2023 · IEEE Access
Developmental patterns of white matter functional networks in neonates
Yuhan Wang, Ningning Pan, Zhuoshuo Li, Yating Wang, Ruoqing Chen, Zhicong Fang, Minmin Pan, Hongzhuang Li, Ke Fang, Xiao-Rui Wu et al. · 2025 · NeuroImage
Integrating Time-Space and Orientation. A Case Study on fMRI + DTI Brain Data
Nikola Kirilov Kasabov · 2018 · Springer series on bio- and neurosystems
Measuring inter-individual differences in stress sensitivity during MR-guided prostate biopsy
Nils Kohn, Jan Heidkamp, Guillén Fernández, Jurgen J. Fütterer, Indira Tendolkar · 2021 · Scientific Reports
Differences in strategic abilities but not associative processes explain memory development
Nils C. J. Müller, Nils Kohn, Mariët van Buuren, Nadia Klijn, H. Emmen, Ruud M. W. J. Berkers, Martin Dresler, Gabriele Janzen, Guillén Fernández · 2019 · bioRxiv (Cold Spring Harbor Laboratory)
Placebo-induced pain reduction is associated with inverse network coupling at rest
Isabella C. Wagner, Markus Rütgen, Allan Hummer, Christian Windischberger, Claus Lamm · 2019 · bioRxiv (Cold Spring Harbor Laboratory)
Functional connectivity directionality between large-scale resting-state networks in children and adolescence from the Healthy Brain Network sample
Martina Jonette Lund, Dag Alnæs, Jaroslav Rokicki, Simon Schwab, Ole A. Andreassen, Lars Tjelta Westlye, Tobias Kaufmann · 2020 · medRxiv
NORDIC Increases the Sensitivity and Preserves the Spatiotemporal Precision of fMRI Responses
Logan Thorne Dowdle, Luca Vizioli, Steen Moeller, Mehmet Akçakaya, Cheryl A. Olman, Geoffrey M. Ghose, Essa S. Yacoub, Kǎmil Uǧurbil · 2021 · bioRxiv (Cold Spring Harbor Laboratory)
Altered functional connectivity relates to motor performance deficits in bipolar but not unipolar depression
Lara E. Marten, Aditya Singh, Anna Marie Muellen, Sören M. Noack, Vladislav Kozyrev, Renate Schweizer, Roberto Goya‐Maldonado · 2021 · medRxiv
Multimodal fusion analysis of functional, cerebrovascular and structural neuroimaging in healthy ageing subjects
Xulin Liu, LORRAINE KOMISARJEVSKY TYLER, Cam-CAN, James Benedict Rowe, Kamen A. Tsvetanov · 2021 · bioRxiv (Cold Spring Harbor Laboratory)
Functional changes in neural mechanisms underlying post-traumatic stress disorder in World Trade Center responders
Azzurra Invernizzi, Elza Rechtman, Paul C. P. Curtin, Demetrios M. Papazaharias, Maryam Jalees, Alison C. Pellecchia, Evelyn J. Bromet, Roberto G. Lucchini, Benjamin J. Luft, Sean Clouston et al. · 2022 · medRxiv
Accurate support vector machine identification of limb-onset amyotrophic lateral sclerosis using resting-state activity of regions within executive control network
James Meroiti · 2022 · medRxiv
Early excitatory and inhibitory modifications in the motor cortex following skill learning support motor memory consolidation and cortical plasticity overnight
Tamir Eisenstein, Edna Furman‐Haran, Assaf Tal · 2022 · bioRxiv (Cold Spring Harbor Laboratory)
Gradient organisation of functional connectivity within resting state networks is present from 25 weeks gestation in the human fetal brain
Jucha Willers Moore, Siân Wilson, Marianne Oldehinkel, Lucilio Cordero‐Grande, Alena U. Uus, Vanessa Kyriakopoulou, Eugene Paul Duff, Jonathan O’Muircheartaigh, Mary Rutherford, Laura C. Andreae et al. · 2023 · bioRxiv (Cold Spring Harbor Laboratory)
Gradient organisation of functional connectivity within resting state networks is present from 25 weeks gestation in the human fetal brain
Jucha Willers Moore, Siân Wilson, Marianne Oldehinkel, Lucilio Cordero‐Grande, Alena U. Uus, Vanessa Kyriakopoulou, Eugene Paul Duff, Jonathan O’Muircheartaigh, Mary Rutherford, Laura C. Andreae et al. · 2023
Mental maps without vision: Neural signatures of cognitive maps based on haptic input in the hippocampal formation
Loes Ottink, Lennard van den Berg, Imke Peters, Thea van der Geest, Koen V. Haak, Christian F. Doeller, Richard J. A. Van Wezel · 2023 · bioRxiv (Cold Spring Harbor Laboratory)
Multilayer meta-matching: translating phenotypic prediction models from multiple datasets to small data
Pansheng Chen, Lijun An, Naren Wulan, Chen Zhang, Shaoshi Zhang, Leon Qi Rong Ooi, Ru Kong, Jianzhong Chen, Jianxiao Wu, Sidhant Chopra et al. · 2023 · bioRxiv (Cold Spring Harbor Laboratory)
Resting-state networks
Fabrizio Esposito · 2024 · Elsevier eBooks
Reducing Functional Dysconnectivity in Schizophrenia Spectrum Disorders
Stephan Wunderlich, Daniel Keeser, Johanna Spaeth, Isabel Maurus, Cagatay Alici, Andrea Schmitt, Peter Falkai, Sophia Stoecklein, Lukas Roell · 2024 · medRxiv
Topographical Organization of Attentional, Social, and Memory Processes in the Human
Kajsa M. Igelström, Taylor W. Webb, Yin T. Kelly, Michael S. A. Graziano · 2016
Abnormal brain connectivity in schizophrenia and bipolar disorder – a resting state functional MRI study
Kristina C. Skåtun · 2017 · NORA - Norwegian Open Research Archives
Sensorimotor functional connectivity in unilateral cerebral palsy: influence of corticospinal tract wiring pattern and clinical correlates
Cristina Simón-Martínez, Ellen Jaspers, Kaat Alaerts, Els Ortibus, Joshua Henk Balsters, Lisa Mailleux, Jeroen Blommaert, Charlotte Sleurs, Katrijn Klingels, Frédéric C. Amant et al. · 2019 · bioRxiv (Cold Spring Harbor Laboratory)
Detection and Correction of Head Motion and Physiological Artifacts in BOLD fMRI: A Study
Sanskriti Gupta, Rekha Vig · 2019 · International Conference on Cloud Computing, Data Science & Engineering (Confluence)
Resting state functional connectivity correlates of different aggression subtypes in children and adolescents with disruptive behavior
Julia E. Werhahn · 2019 · Zurich Open Repository and Archive (University of Zurich)
Temporary changes in large-scale memory neural networks after fear learning and extinction in healthy adults
Kirill Efimov, Alina Tetereva, Alexey M. Ivanitsky, Sergey Kartashov, Olga Martynova · 2020 · arXiv (Cornell University)
And the best task is …? Using Task potency to infer task specificity
Roselyne J. Chauvin, Maarten Mennes, Alberto Llera, Jan K. Buitelaar, Christian F. Beckmann · 2017 · bioRxiv (Cold Spring Harbor Laboratory)
Delirium as a disorder of brain network disintegration
Simone J.T. van Montfort · 2020
Functional Impairment and Presentations of Anhedonia in Major Depressive Disorder
Troy K. Chow · 2020 · TSpace (University of Toronto)
When Your Outcomes Become My Rewards: Individual Differences in the Neural Representation of Others’ Outcomes Drives Prosociality (or Antisociality)
Anthony Romyn · 2021 · TSpace (University of Toronto)
Task-potency investigations in autism spectrum disorder
Tristan Looden · 2019
Inter-Subject Correlation Using Movie-Driven fMRI in Drug-Resistant Epilepsy
Hana H. Abbas · 2021 · Scholarship@Western (Western University)
Resting-State Functional Connectivity Characteristics of Resilience to Traumatic Stress in Dutch Police Officers
Santoucha N. W. Setroikromo, Steven J.A. van der Werff, Annika S. Smit, Eric H. G. J. M. Vermetten, Nic J.A. van der Wee · 2022 · Frontiers in Behavioral Neuroscience
Longitudinale Evaluation der Konnektivität des motorischen Handareals sowie der motorischen Performance und Gedächtniskonsolidierung uni- und bipolar depressiver Patienten
Lara Elisa Marten · 2023
Resting State Functional Magnetic Resonance Imaging
Daniel Ryan, Sachin K. Gujar, Haris Iqbal Sair · 2023 · Springer eBooks
Reviewer #1 (Public Review): Gradient organisation of functional connectivity within resting state networks is present from 25 weeks gestation in the human fetal brain
Jucha Willers Moore, Siân Wilson, Marianne Oldehinkel et al. · 2023
eLife Assessment: Gradient organisation of functional connectivity within resting state networks is present from 25 weeks gestation in the human fetal brain
Shella Dawn Keilholz · 2023
Transdiagnostic Symptom Domains are Associated with Head Motion During Multimodal Imaging in Children
Kavari Hercules, Zhiyuan Liu, Jia Wei, Gladys Venegas, Olivia Ciocca, Alice Dyer, Goeun Lee, Sasha Santini-Bishop, Heather M. Shappell, Dylan G. Gee et al. · 2024 · bioRxiv (Cold Spring Harbor Laboratory)
Longitudinal development of resting-state functional connectivity in adolescents with and without internalizing disorders
Eline F. Roelofs, Janna Marie Bas‐Hoogendam, Anderson M. Winkler, Nic J.A. van der Wee, Robert R. J. M. Vermeiren · 2024 · Neuroscience Applied
Proof of concepts of resting state fMRI implementation for presurgical planning in a large general hospital
Beatrice Macchi, Marco Maria Jacopo Felisi, Gaia Muti, Davide Cicolari, Marco Parisotto, Luciana Gennari, Ivana Sartori, Paolo Arosio, Mariangela Piano, Paola Enrica Colombo et al. · 2025 · Physica Medica
The Bias Associated with Movement-related Data Exclusion in Psychosis MRI Research
Manul Das, Nishant Goyal, Umesh Shreekantiah, Subham Samantaray · 2025 · Indian Journal of Psychological Medicine
Stable Somatotopy in Chronic Low Back Pain: Is Cortical Map Reorganization a Myth?
M Dörig, David M. Cole, Alexandros Guekos, Philipp Stämpfli, Philipp Schuetz, L Schibli, P Schweinhardt, ML Meier · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
A Functional Resting-State Network Atlas Based on 420 Older Adults with Hypertension
Norman Scheel, Zac Fernandez, Josh Baker, Pavel G. Yanev, Jeffrey N. Keller, Ellen F. Binder, Eric D. Vidoni, Jeffrey Murray Burns, Ann Marie Stowe, Diana R. Kerwin et al. · 2025 · bioRxiv (Cold Spring Harbor Laboratory)
Alcohol-seeking associations with resting state functional connectivity of the amygdala
Mario Džemidžić, McKenzie R. Cox, David E. Haines, James Hays, Mayande K. Mlungwana, Andrea Avena‐Koenigsberger, Marian L. Logrip, Joaquín Goñi, Jaroslaw Harezlak, Ann Kosobud et al. · 2025 · Drug and Alcohol Dependence
Additional file 1 of Imbalanced temporal states of cortical blood-oxygen-level-dependent signal variability during rest in episodic migraine
Dániel Veréb, Nikoletta Szabó, Kincses, Bálint, Laura Szücs-Bencze, Péter Faragó, Máté Csomós, Szabolcs István Antal, Krisztián Kocsis, Bernadett Tuka, Zsigmond Tamás Kincses · 2024 · Figshare
Additional file 1 of Patterns of connectome variability in autism across five functional activation tasks: findings from the LEAP project
Tristan Looden, Dorothea L. Floris, Alberto Llera, Roselyne J. Chauvin, Tony Charman, Tobias Banaschewski, Declan Murphy, André F. Marquand, Jan K. Buitelaar, Christian F. Beckmann · 2024 · Figshare
Network Neuroscience Reveals Distinct Neuromarkers of Flow During Media Use
Shelby Wilcox, Richard Huskey, René Weber · 2018 · OSF Preprints (OSF Preprints)
Spectrally and temporally segmented regression of nuisance signals in high-speed resting-state fMRI
Khaled Talaat, Bruno Sa de La Rocque Guimaraes, Stefan Posse · 2025 · medRxiv
Scanning the Horizon of Replicability in Neuroscience: A Recipe of Developing Replicable Deep Models for Functional Neuroimages
Jiaqi Ding, Tingting Dan, Ziquan Wei, Paul J. Laurienti, Guorong Wu A · 2025 · IEEE Transactions on Biomedical Engineering
Biotypes of deeply phenotyped depressed patients reflect signatures of adverse childhood experience and depressive cognitive biases
Federica Colombo, Federico Calesella, Beatrice Bravi, Lidia Fortaner-Uyà, Camilla Monopoli, Tommaso Cazzella, M. Acconcia, Raffaella Zanardi, Cristina Colombo, Matteo Carminati et al. · 2025 · Journal of Affective Disorders
The ASPIRE Research Institute Dataset: Building a Foundation for Brain Health Research in the United Arab Emirates
Abdalla Z. Mohamed, Ameen Qadi, Amna Dogar, Amal Salah, Aysha Hamkari, Dana Alkalali, Ghausia Begum, Haidee Paterson, Imane Morjane, Omnia Hassanin et al. · 2026 · Scientific Data
Robustness, spatial detail, and pitfalls of fixed ICA dimensionality in resting-state fMRI networks at 1.5, 3, and 7 T
Pierfrancesco Ambrosi, Marta Lancione, Paolo Cipriano Cecchi, Michela Tosetti, Laura Biagi · 2026 · Frontiers in Neuroscience
Salience Network Connectivity Relates to Sleep and Sensory Over-Responsivity in Infants at High and Low Likelihood for Autism
Emily Chiem, Lauren Wagner, Leanna M. Hernandez, Shulamite A. Green, Mirella Dapretto · 2026 · medRxiv
An open, fully-processed data resource for studying mood and sleep variability in the developing brain
Juliette B. H. Brook, Taylor Salo, Audrey C. Luo, Joëlle Bagautdinova, Sage Rush, Aaron F. Alexander‐Bloch, Erica B. Baller, Monica E. Calkins, Matthew Cieslak, Elena C. Cooper et al. · 2026 · Aperture Neuro
The Effects of Neuromuscular Training and Additive Visual Biofeedback on Landing Biomechanics and Sensorimotor Brain Activity in Young Female Athletes
Alexis B. Slutsky‐Ganesh, Meredith Chaput, Jennifer A. Hogg, Taylor M. Zuleger, HoWon Kim, Jed A. Diekfuss, Manish Anand, Andrew Schille, Christopher A. DiCesare, Shayla M. Warren et al. · 2026 · Medicine & Science in Sports & Exercise
Derivation of machine learning brain aging biomarkers for a set of forty thousand functional connectomes
Nicolas Honnorat, Di Wang, Ngoc-Huynh Ho, David M Martinez, Sachintha Ransara Brandigampala, Susan R. Heckbert, Mohsen Bahrami, Jayandra Jung Himali, Charles S DeCarli, Alexa Beiser et al. · 2026 · Brain Research Bulletin
Ketamine’s impact on rumination-related brain dynamics: insights from a randomized controlled fMRI trial
Marvin Sören Meiering, David Weigner, Matti Gärtner, Luisa Carstens, Christian Keicher, Gerd Luippold, Andreas Wunder, Anne Weigand, Simone Grimm · 2026 · Translational Psychiatry
MEPrep: A robust pipeline for multi-echo fMRI denoising and preprocessing
Zhishun Wang, Feng Liu, Rachel Marsh, Gaurav H. Patel, Jack Grinband · 2026 · Imaging Neuroscience
Arterial spin labeling performance in resting-state functional MRI : the effect of scan duration
Corentin Vallée · 2020 · theses.fr (ABES)
The dynamics of cerebro-cerebellar resting-state functional connectivity : relation to cognition, behavior, and pathophysiology
Majd Abdallah · 2020
Machine Learning on Population Imaging for Mental Health
Kamalaker Dadi · 2020
Using connectivity to investigate brain (dys)function
Jakub Kopál · 2021 · theses.fr (ABES)
Teaching is social, emotional work: Neural correlates of secondary teachers’ grading and student feedback
Christina Kundrak, Xiao‐Fei Yang, Emily Gonzalez, Mary Helen Immordino‐Yang · 2026 · Research Square
Identification of abnormal neural language networks by reading “brainprints” in patients with brain tumors
Pia Ritter, Manuela Christine Michenthaler, Karla Zaar, Kariem Mahdy Ali, Gernot Reishofer, Stefan Wolfsberger, Hannes Deutschmann, Margit Jehna · 2026 · Neuroimage Reports
Improved subjective sleep quality in older adults by enhancing the GABAergic system in the sensorimotor cortex
Selin Scherrer, Sven Egger, Xinyu Liu, Anna Zoé Wick, Björn Rasch, Lijing Xin, Benedikt Lauber, Wolfgang Taube · 2026 · The Journal of Physiology
The legacy of redlining: Links to adolescent functional brain networks, perceived stress, and internalizing problems
Gabriela L. Suarez, Helen C.S. Meier, Cleanthis Michael, Scott Tillem, Isabella Palomba, Felicia A. Hardi, Enrique W. Neblett, Colter Mitchell, Christopher S. Monk, Luke Williamson Hyde · 2026 · Brain and Environment
From Geometry to Hierarchy: Charting the Dominant Modes of Human Cortical Function Through Development
Alexander Holmes, Kane Pavlovich, Xing Qian, Juan Helen Zhou, Yap Seng Chong, Ai Peng Tan, Michael Joseph Meaney, Johan G Eriksson, Daniel S. Margulies, James Christopher S. Pang et al. · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
Epigenetic age acceleration is associated with brain connectivity changes and the risk of major depression after trauma
Alba Navarro‐Flores, Hazel Milla, Sarah D. Linnstaedt, Xinming An, Jennifer Strafford Stevens, Laura Huff, Nathaniel G. Harnett, Alyssa R. Roeckner, Katelyn I. Oliver, David R. Rubinow et al. · 2026 · medRxiv