Christian F. Beckmann

Orcid: 0000-0002-3373-3193

According to our database1, Christian F. Beckmann authored at least 76 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Smartphone keyboard dynamics predict affect in suicidal ideation.
npj Digit. Medicine, 2024

To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling.
CoRR, 2024

Learning Cortical Anomaly through Masked Encoding for Unsupervised Heterogeneity Mapping.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
Supervised Phenotype Discovery From Multimodal Brain Imaging.
IEEE Trans. Medical Imaging, March, 2023

Amplitudes of resting-state functional networks - investigation into their correlates and biophysical properties.
NeuroImage, 2023

2022
Evaluation of data imputation strategies in complex, deeply-phenotyped data sets: the case of the EU-AIMS Longitudinal European Autism Project.
CoRR, 2022

2021
The meaning of significant mean group differences for biomarker discovery.
PLoS Comput. Biol., 2021

Mesoscale hierarchical organization of primary somatosensory cortex captured by resting-state-fMRI in humans.
NeuroImage, 2021

Functional co-activation of the default mode network in APOE ε4-carriers: A replication study.
NeuroImage, 2021

Warped Bayesian linear regression for normative modelling of big data.
NeuroImage, 2021

Accurate brain age prediction with lightweight deep neural networks.
Medical Image Anal., 2021

Phenotype discovery from population brain imaging.
Medical Image Anal., 2021

2020
Medial prefrontal decoupling from the default mode network benefits memory.
NeuroImage, 2020

Understanding brain organisation in the face of functional heterogeneity and functional multiplicity.
NeuroImage, 2020

Discovering the shared biology of cognitive traits determined by genetic overlap.
NeuroImage, 2020

Single-subject Single-session Temporally-Independent Functional Modes of Brain Activity.
NeuroImage, 2020

Hierarchical Bayesian Regression for Multi-site Normative Modeling of Neuroimaging Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

2019
Acute stress alters the 'default' brain processing.
NeuroImage, 2019

Disentangling common from specific processing across tasks using task potency.
NeuroImage, 2019

2018
Functional parcellation using time courses of instantaneous connectivity.
NeuroImage, 2018

Connectopic mapping with resting-state fMRI.
NeuroImage, 2018

Thresholding functional connectomes by means of mixture modeling.
NeuroImage, 2018

Scalable Multi-Task Gaussian Process Tensor Regression for Normative Modeling of Structured Variation in Neuroimaging Data.
CoRR, 2018

2017
Functional anatomy of the human thalamus at rest.
NeuroImage, 2017

A Bayesian spatial model for neuroimaging data based on biologically informed basis functions.
NeuroImage, 2017

Hand classification of fMRI ICA noise components.
NeuroImage, 2017

2016
Meta-analysis of real-time fMRI neurofeedback studies using individual participant data: How is brain regulation mediated?
NeuroImage, 2016

A multi-modal parcellation of human cerebral cortex.
Nat., 2016

2015
ICA-AROMA: A robust ICA-based strategy for removing motion artifacts from fMRI data.
NeuroImage, 2015

Evaluation of ICA-AROMA and alternative strategies for motion artifact removal in resting state fMRI.
NeuroImage, 2015

Ketamine interactions with biomarkers of stress: A randomized placebo-controlled repeated measures resting-state fMRI and PCASL pilot study in healthy men.
NeuroImage, 2015

Large-scale Probabilistic Functional Modes from resting state fMRI.
NeuroImage, 2015

2014
Group-PCA for very large fMRI datasets.
NeuroImage, 2014

Optimizing full-brain coverage in human brain MRI through population distributions of brain size.
NeuroImage, 2014

Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers.
NeuroImage, 2014

ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging.
NeuroImage, 2014

2013
Corrigendum to "Functional segmentation of the hippocampus in the healthy human brain and in Alzheimer's disease" [Neuroimage 66 (2013) 28-35].
NeuroImage, 2013

Functional segmentation of the hippocampus in the healthy human brain and in Alzheimer's disease.
NeuroImage, 2013

Resting-state fMRI in the Human Connectome Project.
NeuroImage, 2013

The impact of "physiological correction" on functional connectivity analysis of pharmacological resting state fMRI.
NeuroImage, 2013

Bayesian inference of structural brain networks.
NeuroImage, 2013

Differential and distributed effects of dopamine neuromodulations on resting-state network connectivity.
NeuroImage, 2013

2012
Identification and characterisation of midbrain nuclei using optimised functional magnetic resonance imaging.
NeuroImage, 2012

NeuroImage, 2012

Age-related adaptations of brain function during a memory task are also present at rest.
NeuroImage, 2012

Distinct functional networks within the cerebellum and their relation to cortical systems assessed with independent component analysis.
NeuroImage, 2012

Modelling with independent components.
NeuroImage, 2012

Development of BOLD signal hemodynamic responses in the human brain.
NeuroImage, 2012

2011
Network modelling methods for FMRI.
NeuroImage, 2011

Effects of repeatability measures on results of fMRI sICA: A study on simulated and real resting-state effects.
NeuroImage, 2011

Linked independent component analysis for multimodal data fusion.
NeuroImage, 2011

Differential effects of the APOE genotype on brain function across the lifespan.
NeuroImage, 2011

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

Inference of functional connectivity from direct and indirect structural brain connections.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
Nicotine replacement in abstinent smokers improves cognitive withdrawal symptoms with modulation of resting brain network dynamics.
NeuroImage, 2010

Somatosensory cortical activation identified by functional MRI in preterm and term infants.
NeuroImage, 2010

Inference of functional connectivity from structural brain connectivity.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Bayesian analysis of neuroimaging data in FSL.
NeuroImage, 2009

Short-term adaptation to a simple motor task: A physiological process preserved in multiple sclerosis.
NeuroImage, 2009

Erratum to "Bayesian deconvolution of fMRI data using bilinear dynamical systems" [NeuroImage 42 (2008) 1381-1396].
NeuroImage, 2009

Performance Evaluation of Ensemble Empirical Mode Decomposition.
Adv. Data Sci. Adapt. Anal., 2009

2008
Bayesian deconvolution fMRI data using bilinear dynamical systems.
NeuroImage, 2008

Model-free characterization of brain functional networks for motor sequence learning using fMRI.
NeuroImage, 2008

Physiological noise modelling for spinal functional magnetic resonance imaging studies.
NeuroImage, 2008

2007
Meaningful design and contrast estimability in FMRI.
NeuroImage, 2007

Scanning for the scanner: FMRI of audition by read-out omissions from echo-planar imaging.
NeuroImage, 2007

Independent Component Analysis of Functional Magnetic Resonance Imaging Data Using Wavelet Dictionaries.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006
fMRI resting state networks define distinct modes of long-distance interactions in the human brain.
NeuroImage, 2006

2005
Mixture models with adaptive spatial regularization for segmentation with an application to FMRI data.
IEEE Trans. Medical Imaging, 2005

Removal of FMRI environment artifacts from EEG data using optimal basis sets.
NeuroImage, 2005

Tensorial extensions of independent component analysis for multisubject FMRI analysis.
NeuroImage, 2005

2004
Probabilistic independent component analysis for functional magnetic resonance imaging.
IEEE Trans. Medical Imaging, 2004

Multilevel linear modelling for FMRI group analysis using Bayesian inference.
NeuroImage, 2004

Probabilistic ICA for fMRI.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

2003
General multilevel linear modeling for group analysis in FMRI.
NeuroImage, 2003

1998
Discontinuous Recall Transitions Induced by Competition Between Short- and Long-Range Interactions in Recurrent Networks.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998


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