Simon B. Eickhoff

Orcid: 0000-0001-6363-2759

Affiliations:
  • Heinrich Heine University, Institute of Systems Neuroscience, Düsseldorf, Germany
  • Research Centre Jülich, Institute of Neuroscience and Medicine, Germany


According to our database1, Simon B. Eickhoff authored at least 145 papers between 2004 and 2024.

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Bibliography

2024
Teaching Research Data Management with DataLad: A Multi-year, Multi-domain Effort.
Neuroinformatics, October, 2024

Multimodal Covariance Network Reflects Individual Cognitive Flexibility.
Int. J. Neural Syst., April, 2024

Common neural dysfunction of economic decision-making across psychiatric conditions.
NeuroImage, 2024

Opposite changes in morphometric similarity of medial reward and lateral non-reward orbitofrontal cortex circuits in obesity.
NeuroImage, 2024

Impact of Leakage on Data Harmonization in Machine Learning Pipelines in Class Imbalance Across Sites.
CoRR, 2024

FastGPR: Divide-and-Conquer Technique in Neuroimaging Data Shortens Training Time and Improves Accuracy.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
ALE meta-analyses of voxel-based morphometry studies: Parameter validation via large-scale simulations.
NeuroImage, November, 2023

A systematic comparison of VBM pipelines and their application to age prediction.
NeuroImage, October, 2023

A topography-based predictive framework for naturalistic viewing fMRI.
NeuroImage, August, 2023

Relationship between prediction accuracy and feature importance reliability: An empirical and theoretical study.
NeuroImage, July, 2023

Homotopic local-global parcellation of the human cerebral cortex from resting-state functional connectivity.
NeuroImage, June, 2023

Naturalistic viewing increases individual identifiability based on connectivity within functional brain networks.
NeuroImage, June, 2023

Comparison between gradients and parcellations for functional connectivity prediction of behavior.
NeuroImage, June, 2023

Deep neural network heatmaps capture Alzheimer's disease patterns reported in a large meta-analysis of neuroimaging studies.
NeuroImage, April, 2023

Brain-age prediction: A systematic comparison of machine learning workflows.
NeuroImage, April, 2023

On Leakage in Machine Learning Pipelines.
CoRR, 2023

2022
Cloud Processing for Simultaneous Mapping of Seagrass Meadows in Optically Complex and Varied Water.
Remote. Sens., 2022

How Machine Learning is Powering Neuroimaging to Improve Brain Health.
Neuroinformatics, 2022

Reporting details of neuroimaging studies on individual traits prediction: A literature survey.
NeuroImage, 2022

Cross-cohort replicability and generalizability of connectivity-based psychometric prediction patterns.
NeuroImage, 2022

Reliability and subject specificity of personalized whole-brain dynamical models.
NeuroImage, 2022

Confound-leakage: Confound Removal in Machine Learning Leads to Leakage.
CoRR, 2022

Predictive Data Calibration for Linear Correlation Significance Testing.
CoRR, 2022

Smartphone-Based Digital Biomarkers for Parkinson's Disease in a Remotely-Administered Setting.
IEEE Access, 2022

2021
Better the devil you know than the devil you don't: Neural processing of risk and ambiguity.
NeuroImage, 2021

Inter-subject and inter-parcellation variability of resting-state whole-brain dynamical modeling.
NeuroImage, 2021

Functional parcellation of human and macaque striatum reveals human-specific connectivity in the dorsal caudate.
NeuroImage, 2021

The neural signatures of social hierarchy-related learning and interaction: A coordinate- and connectivity-based meta-analysis.
NeuroImage, 2021

Behavioral, Anatomical and Heritable Convergence of Affect and Cognition in Superior Frontal Cortex.
NeuroImage, 2021

Tractography density affects whole-brain structural architecture and resting-state dynamical modeling.
NeuroImage, 2021

Distinct neural networks subserve placebo analgesia and nocebo hyperalgesia.
NeuroImage, 2021

Imaging evolution of the primate brain: the next frontier?
NeuroImage, 2021

DataLad: distributed system for joint management of code, data, and their relationship.
J. Open Source Softw., 2021

The Aging Brain and Executive Functions Revisited: Implications from Meta-analytic and Functional-Connectivity Evidence.
J. Cogn. Neurosci., 2021

JuTrack: A Digital Biomarker Platform for Remote Monitoring in Neuropsychiatric and Psychiatric Diseases.
CoRR, 2021

2020
Ontological Dimensions of Cognitive-Neural Mappings.
Neuroinformatics, 2020

Personality and local brain structure: Their shared genetic basis and reproducibility.
NeuroImage, 2020

Characterizing the gradients of structural covariance in the human hippocampus.
NeuroImage, 2020

Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics.
NeuroImage, 2020

Towards clinical applications of movie fMRI.
NeuroImage, 2020

Confound Removal and Normalization in Practice: A Neuroimaging Based Sex Prediction Case Study.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Evolving complex yet interpretable representations: application to Alzheimer's diagnosis and prognosis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019
Human brain responses to gustatory and food stimuli: A meta-evaluation of neuroimaging meta-analyses.
NeuroImage, 2019

Beyond consensus: Embracing heterogeneity in curated neuroimaging meta-analysis.
NeuroImage, 2019

Brain dynamics and connectivity networks under natural auditory stimulation.
NeuroImage, 2019

Brain networks for engaging oneself in positive-social emotion regulation.
NeuroImage, 2019

Systematic Overestimation of Machine Learning Performance in Neuroimaging Studies of Depression.
CoRR, 2019

Rank Selection in Non-negative Matrix Factorization: systematic comparison and a new MAD metric.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Evaluation of non-negative matrix factorization of grey matter in age prediction.
NeuroImage, 2018

Trade-off of cerebello-cortical and cortico-cortical functional networks for planning in 6-year-old children.
NeuroImage, 2018

The heterogeneity of the left dorsal premotor cortex evidenced by multimodal connectivity-based parcellation and functional characterization.
NeuroImage, 2018

Neural substrates of the emotion-word and emotional counting Stroop tasks in healthy and clinical populations: A meta-analysis of functional brain imaging studies.
NeuroImage, 2018

Topographic organization of the cerebral cortex and brain cartography.
NeuroImage, 2018

Definition and characterization of an extended multiple-demand network.
NeuroImage, 2018

Is deep learning better than kernel regression for functional connectivity prediction of fluid intelligence?
Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018

2017
Cross-cultural consistency and diversity in intrinsic functional organization of Broca's Region.
NeuroImage, 2017

Heterogeneous fractionation profiles of meta-analytic coactivation networks.
NeuroImage, 2017

Multimodal evaluation of the amygdala's functional connectivity.
NeuroImage, 2017

Searching for behavior relating to grey matter volume in a-priori defined right dorsal premotor regions: Lessons learned.
NeuroImage, 2017

Benchmarking of participant-level confound regression strategies for the control of motion artifact in studies of functional connectivity.
NeuroImage, 2017

2016
Identifying functional subdivisions in the human brain using meta-analytic activation modeling-based parcellation.
NeuroImage, 2016

A cross-modal, cross-species comparison of connectivity measures in the primate brain.
NeuroImage, 2016

ANIMA: A data-sharing initiative for neuroimaging meta-analyses.
NeuroImage, 2016

When opportunity meets motivation: Neural engagement during social approach is linked to high approach motivation.
NeuroImage, 2016

Sex differences in the functional connectivity of the amygdalae in association with cortisol.
NeuroImage, 2016

Behavior, sensitivity, and power of activation likelihood estimation characterized by massive empirical simulation.
NeuroImage, 2016

Sharing the wealth: Neuroimaging data repositories.
NeuroImage, 2016

Collapsed variational bayesian inference of the author-topic model: application to large-scale coordinate-based meta-analysis.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2016

2015
Differential modulation of motor network connectivity during movements of the upper and lower limbs.
NeuroImage, 2015

Meta-analytic connectivity and behavioral parcellation of the human cerebellum.
NeuroImage, 2015

Co-activation based parcellation of the human frontal pole.
NeuroImage, 2015

Functional resting-state connectivity of the human motor network: Differences between right- and left-handers.
NeuroImage, 2015

Functional organization of human subgenual cortical areas: Relationship between architectonical segregation and connectional heterogeneity.
NeuroImage, 2015

Inter-individual variability in cortical excitability and motor network connectivity following multiple blocks of rTMS.
NeuroImage, 2015

Neural architecture underlying classification of face perception paradigms.
NeuroImage, 2015

Corrigendum to "Neural network of cognitive emotion regulation - An ALE meta-analysis and MACM analysis".
NeuroImage, 2015

Psychosocial versus physiological stress - Meta-analyses on deactivations and activations of the neural correlates of stress reactions.
NeuroImage, 2015

Multimodal connectivity of motor learning-related dorsal premotor cortex.
NeuroImage, 2015

Co-activation Probability Estimation (CoPE): An approach for modeling functional co-activation architecture based on neuroimaging coordinates.
NeuroImage, 2015

Evidence for an anterior-posterior differentiation in the human hippocampal formation revealed by meta-analytic parcellation of fMRI coordinate maps: Focus on the subiculum.
NeuroImage, 2015

Subspecialization in the human posterior medial cortex.
NeuroImage, 2015

2014
BrainMap.
Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Handedness and effective connectivity of the motor system.
NeuroImage, 2014

Meta-analytic connectivity modeling revisited: Controlling for activation base rates.
NeuroImage, 2014

Neural network of cognitive emotion regulation - An ALE meta-analysis and MACM analysis.
NeuroImage, 2014

Comparison of structural covariance with functional connectivity approaches exemplified by an investigation of the left anterior insula.
NeuroImage, 2014

A novel meta-analytic approach: Mining frequent co-activation patterns in neuroimaging databases.
NeuroImage, 2014

Cytoarchitecture, probability maps and functions of the human frontal pole.
NeuroImage, 2014

Interoperable atlases of the human brain.
NeuroImage, 2014

2013
Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth.
NeuroImage, 2013

An improved framework for confound regression and filtering for control of motion artifact in the preprocessing of resting-state functional connectivity data.
NeuroImage, 2013

State-dependent differences between functional and effective connectivity of the human cortical motor system.
NeuroImage, 2013

Network dynamics engaged in the modulation of motor behavior in healthy subjects.
NeuroImage, 2013

Networks of task co-activations.
NeuroImage, 2013

Task- and resting-state functional connectivity of brain regions related to affection and susceptible to concurrent cognitive demand.
NeuroImage, 2013

A quantitative meta-analysis and review of motor learning in the human brain.
NeuroImage, 2013

Tackling the multifunctional nature of Broca's region meta-analytically: Co-activation-based parcellation of area 44.
NeuroImage, 2013

Microstructural grey matter parcellation and its relevance for connectome analyses.
NeuroImage, 2013

Characterization of the temporo-parietal junction by combining data-driven parcellation, complementary connectivity analyses, and functional decoding.
NeuroImage, 2013

Antagonistic Activation Patterns Underlie Multi-functionality of the Right Temporo-Parietal Junction.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

2012
Modelling neural correlates of working memory: A coordinate-based meta-analysis.
NeuroImage, 2012

Activation likelihood estimation meta-analysis of motor-related neural activity after stroke.
NeuroImage, 2012

Investigating function and connectivity of morphometric findings - Exemplified on cerebellar atrophy in spinocerebellar ataxia 17 (SCA17).
NeuroImage, 2012

Crossmodal interactions in audiovisual emotion processing.
NeuroImage, 2012

Across-study and within-subject functional connectivity of a right temporo-parietal junction subregion involved in stimulus-context integration.
NeuroImage, 2012

Imitation and observational learning of hand actions: Prefrontal involvement and connectivity.
NeuroImage, 2012

One-year test-retest reliability of intrinsic connectivity network fMRI in older adults.
NeuroImage, 2012

Meta-analytical definition and functional connectivity of the human vestibular cortex.
NeuroImage, 2012

Activation likelihood estimation meta-analysis revisited.
NeuroImage, 2012

Ventral and Dorsal Stream Interactions during the Perception of the Müller-Lyer Illusion: Evidence Derived from fMRI and Dynamic Causal Modeling.
J. Cogn. Neurosci., 2012

Automated regional behavioral analysis for human brain images.
Frontiers Neuroinformatics, 2012

Coordinate-Based Pattern-Mining on Functional Neuroimaging Databases.
Proceedings of the Advances on Computational Intelligence, 2012

PaMiNI: A comprehensive system for mining frequent neuronal patterns of the human brain.
Proceedings of CBMS 2012, 2012

2011
Dynamic causal modeling of cortical activity from the acute to the chronic stage after stroke.
NeuroImage, 2011

BA3b and BA1 activate in a serial fashion after median nerve stimulation: Direct evidence from combining source analysis of evoked fields and cytoarchitectonic probabilistic maps.
NeuroImage, 2011

Incongruence effects in crossmodal emotional integration.
NeuroImage, 2011

Coordinate-based meta-analysis of experimentally induced and chronic persistent neuropathic pain.
NeuroImage, 2011

Co-activation patterns distinguish cortical modules, their connectivity and functional differentiation.
NeuroImage, 2011

Dynamic interactions in the fronto-parietal network during a manual stimulus-response compatibility task.
NeuroImage, 2011

Probabilistic fibre tract analysis of cytoarchitectonically defined human inferior parietal lobule areas reveals similarities to macaques.
NeuroImage, 2011

Naturalizing aesthetics: Brain areas for aesthetic appraisal across sensory modalities.
NeuroImage, 2011

Behavioral Interpretations of Intrinsic Connectivity Networks.
J. Cogn. Neurosci., 2011

The Influence of Handedness on Hemispheric Interaction During Word Production: Insights from Effective Connectivity Analysis.
Brain Connect., 2011

2010
Comparison of functional and cytoarchitectonic maps of human visual areas V1, V2, V3d, V3v, and V4(v).
NeuroImage, 2010

Animated brain: A functional neuroimaging study on animacy experience.
NeuroImage, 2010

The state of tranquility: Subjective perception is shaped by contextual modulation of auditory connectivity.
NeuroImage, 2010

Cognitive levels of performance account for hemispheric lateralisation effects in dyslexic and normally reading children.
NeuroImage, 2010

Modulating cortical connectivity in stroke patients by rTMS assessed with fMRI and dynamic causal modeling.
NeuroImage, 2010

ALE meta-analysis of action observation and imitation in the human brain.
NeuroImage, 2010

Minds Made for Sharing: Initiating Joint Attention Recruits Reward-related Neurocircuitry.
J. Cogn. Neurosci., 2010

Evaluating a visualization of uncertainty in probabilistic tractography.
Proceedings of the Medical Imaging 2010: Visualization, 2010

2009
Duration matters: Dissociating neural correlates of detection and evaluation of social gaze.
NeuroImage, 2009

Effects of timing and movement uncertainty implicate the temporo-parietal junction in the prediction of forthcoming motor actions.
NeuroImage, 2009

Different roles of cytoarchitectonic BA 44 and BA 45 in phonological and semantic verbal fluency as revealed by dynamic causal modelling.
NeuroImage, 2009

ALE meta-analysis workflows via the BrainMap database: progress towards a probabilistic functional brain atlas.
Frontiers Neuroinformatics, 2009

2008
Specialisation in Broca's region for semantic, phonological, and syntactic fluency?
NeuroImage, 2008

Dynamic intra- and interhemispheric interactions during unilateral and bilateral hand movements assessed with fMRI and DCM.
NeuroImage, 2008

2007
Prefrontal involvement in imitation learning of hand actions: Effects of practice and expertise.
NeuroImage, 2007

Analysis of neurotransmitter receptor distribution patterns in the cerebral cortex.
NeuroImage, 2007

Assignment of functional activations to probabilistic cytoarchitectonic areas revisited.
NeuroImage, 2007

Feature- and Object-based Attentional Modulation in the Human Auditory "Where" Pathway.
J. Cogn. Neurosci., 2007

2006
Segregation of visceral and somatosensory afferents: An fMRI and cytoarchitectonic mapping study.
NeuroImage, 2006

Testing anatomically specified hypotheses in functional imaging using cytoarchitectonic maps.
NeuroImage, 2006

2005
A new SPM toolbox for combining probabilistic cytoarchitectonic maps and functional imaging data.
NeuroImage, 2005

2004
Analysis of neural mechanisms underlying verbal fluency in cytoarchitectonically defined stereotaxic space - The roles of Brodmann areas 44 and 45.
NeuroImage, 2004


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