Christian F. Beckmann

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 28

Top Topics

Hierarchical Bayesian

Resting State Fmri

Top Venues

Medical Image Anal.

Publications

Saige Rutherford, Thomas Wolfers, Charlotte J. Fraza, Nathaniel G. Harrnet, Christian F. Beckmann, Henricus G. Ruhe, Andre F. Marquand
To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling. CoRR (2024)
Loran Knol, Anisha Nagpal, Imogen E. Leaning, Elena Idda, Faraz Hussain, Emma Ning, Tory A. Eisenlohr-Moul, Christian F. Beckmann, Andre F. Marquand, Alex D. Leow
Smartphone keyboard dynamics predict affect in suicidal ideation. npj Digit. Medicine 7 (1) (2024)
Weikang Gong, Song Bai, Ying-Qiu Zheng, Stephen M. Smith, Christian F. Beckmann
Supervised Phenotype Discovery From Multimodal Brain Imaging. IEEE Trans. Medical Imaging 42 (3) (2023)
Soojin Lee, Janine D. Bijsterbosch, Fidel Alfaro-Almagro, Lloyd T. Elliott, Paul McCarthy, Bernd Taschler, Roser Sala-Llonch, Christian F. Beckmann, Eugene P. Duff, Stephen M. Smith, Gwenaëlle Douaud
Amplitudes of resting-state functional networks - investigation into their correlates and biophysical properties. NeuroImage 265 (2023)
Hao-Chun Yang, Ole A. Andreassen, Lars Tjelta Westlye, Andre F. Marquand, Christian F. Beckmann, Thomas Wolfers
Learning Cortical Anomaly through Masked Encoding for Unsupervised Heterogeneity Mapping. CoRR (2023)
Alberto Llera, Mick Brammer, Bethany Oakley, J. Tillmann, M. Zabihi, T. Mei, Tony Charman, Christine Ecker, F. Dell Acqua, Tobias Banaschewski, C. Moessnang, Simon Baron-Cohen, R. Holt, S. Durston, D. Murphy, Eva Loth, Jan K. Buitelaar, D. L. Floris, Christian F. Beckmann
Evaluation of data imputation strategies in complex, deeply-phenotyped data sets: the case of the EU-AIMS Longitudinal European Autism Project. CoRR (2022)
Lara J. Mentink, João P. O. F. T. Guimarães, Myrthe Faber, Emma Sprooten, Marcel G. M. Olde Rikkert, Koen V. Haak, Christian F. Beckmann
Functional co-activation of the default mode network in APOE ε4-carriers: A replication study. NeuroImage 240 (2021)
Charlotte J. Fraza, Richard Dinga, Christian F. Beckmann, Andre F. Marquand
Warped Bayesian linear regression for normative modelling of big data. NeuroImage 245 (2021)
Geoffrey N. Ngo, Koen V. Haak, Christian F. Beckmann, Ravi S. Menon
Mesoscale hierarchical organization of primary somatosensory cortex captured by resting-state-fMRI in humans. NeuroImage 235 (2021)
Han Peng, Weikang Gong, Christian F. Beckmann, Andrea Vedaldi, Stephen M. Smith
Accurate brain age prediction with lightweight deep neural networks. Medical Image Anal. 68 (2021)
Weikang Gong, Christian F. Beckmann, Stephen M. Smith
Phenotype discovery from population brain imaging. Medical Image Anal. 71 (2021)
Nils C. J. Müller, Martin Dresler, Gabriele Janzen, Christian F. Beckmann, Guillén Fernández, Nils Kohn
Medial prefrontal decoupling from the default mode network benefits memory. NeuroImage 210 (2020)
João P. O. F. T. Guimarães, Janita B. Bralten, C. U. Greven, Barbara Franke, Emma Sprooten, Christian F. Beckmann
Discovering the shared biology of cognitive traits determined by genetic overlap. NeuroImage 208 (2020)
Koen V. Haak, Christian F. Beckmann
Understanding brain organisation in the face of functional heterogeneity and functional multiplicity. NeuroImage 220 (2020)
Daniel E. P. Gomez, Alberto Llera, José P. R. F. Marques, Christian F. Beckmann, David G. Norris
Single-subject Single-session Temporally-Independent Functional Modes of Brain Activity. NeuroImage 218 (2020)
Seyed Mostafa Kia, Hester Huijsdens, Richard Dinga, Thomas Wolfers, Maarten Mennes, Ole A. Andreassen, Lars T. Westlye, Christian F. Beckmann, Andre F. Marquand
Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging Data. CoRR (2020)
Seyed Mostafa Kia, Hester Huijsdens, Richard Dinga, Thomas Wolfers, Maarten Mennes, Ole A. Andreassen, Lars T. Westlye, Christian F. Beckmann, Andre F. Marquand
Hierarchical Bayesian Regression for Multi-site Normative Modeling of Neuroimaging Data. MICCAI (7) (2020)
Roselyne J. Chauvin, Maarten Mennes, Alberto Llera, Jan K. Buitelaar, Christian F. Beckmann
Disentangling common from specific processing across tasks using task potency. NeuroImage 184 (2019)
Wei Zhang, Mahur M. Hashemi, Reinoud Kaldewaij, Saskia B. J. Koch, Christian F. Beckmann, Floris Klumpers, Karin Roelofs
Acute stress alters the 'default' brain processing. NeuroImage 189 (2019)
Koen V. Haak, Andre F. Marquand, Christian F. Beckmann
Connectopic mapping with resting-state fMRI. NeuroImage 170 (2018)
Seyed Mostafa Kia, Christian F. Beckmann, Andre F. Marquand
Scalable Multi-Task Gaussian Process Tensor Regression for Normative Modeling of Structured Variation in Neuroimaging Data. CoRR (2018)
Erik S. B. van Oort, Maarten Mennes, Tobias Navarro Schröder, Vinod Jangir Kumar, Nestor I. Zaragoza Jimenez, Wolfgang Grodd, Christian F. Doeller, Christian F. Beckmann
Functional parcellation using time courses of instantaneous connectivity. NeuroImage 170 (2018)
Natalia Z. Bielczyk, Fabian Walocha, Patrick W. Ebel, Koen V. Haak, Alberto Llera, Jan K. Buitelaar, Jeffrey Glennon, Christian F. Beckmann
Thresholding functional connectomes by means of mixture modeling. NeuroImage 171 (2018)
Vinod Jangir Kumar, Erik S. B. van Oort, Klaus Scheffler, Christian F. Beckmann, Wolfgang Grodd
Functional anatomy of the human thalamus at rest. NeuroImage 147 (2017)
Ludovica Griffanti, Gwenaëlle Douaud, Janine D. Bijsterbosch, Stefania Evangelisti, Fidel Alfaro-Almagro, Matthew F. Glasser, Eugene P. Duff, Sean P. Fitzgibbon, Robert Westphal, Davide Carone, Christian F. Beckmann, Stephen M. Smith
Hand classification of fMRI ICA noise components. NeuroImage 154 (2017)
Ismael Huertas, Marianne Oldehinkel, Erik S. B. van Oort, David Garcia-Solis, Pablo Mir, Christian F. Beckmann, Andre F. Marquand
A Bayesian spatial model for neuroimaging data based on biologically informed basis functions. NeuroImage 161 (2017)
Kirsten Emmert, Rotem Kopel, James S. Sulzer, Annette B. Brühl, Brian D. Berman, David E. J. Linden, Silvina G. Horovitz, Markus Breimhorst, Andrea Caria, Sabine Frank, Stephen J. Johnston, Zhi-ying Long, Christian Paret, Fabien Robineau, Ralf Veit, Andreas J. Bartsch, Christian F. Beckmann, Dimitri Van De Ville, Sven Haller
Meta-analysis of real-time fMRI neurofeedback studies using individual participant data: How is brain regulation mediated? NeuroImage 124 (2016)
Matthew F. Glasser, Timothy S. Coalson, Emma C. Robinson, Carl D. Hacker, John W. Harwell, Essa Yacoub, Kamil Ugurbil, Jesper L. R. Andersson, Christian F. Beckmann, Mark Jenkinson, Stephen M. Smith, David C. Van Essen
A multi-modal parcellation of human cerebral cortex. Nat. 536 (7615) (2016)
Raimon H. R. Pruim, Maarten Mennes, Jan K. Buitelaar, Christian F. Beckmann
Evaluation of ICA-AROMA and alternative strategies for motion artifact removal in resting state fMRI. NeuroImage 112 (2015)
Samuel J. Harrison, Mark W. Woolrich, Emma C. Robinson, Matthew F. Glasser, Christian F. Beckmann, Mark Jenkinson, Stephen M. Smith
Large-scale Probabilistic Functional Modes from resting state fMRI. NeuroImage 109 (2015)
Raimon H. R. Pruim, Maarten Mennes, Daan van Rooij, Alberto Llera, Jan K. Buitelaar, Christian F. Beckmann
ICA-AROMA: A robust ICA-based strategy for removing motion artifacts from fMRI data. NeuroImage 112 (2015)
Najmeh Khalili-Mahani, Marieke Niesters, Matthias J. P. van Osch, Melly S. Oitzl, Ilya M. Veer, Mark de Rooij, Joop M. A. van Gerven, Mark A. van Buchem, Christian F. Beckmann, Serge A. R. B. Rombouts, Albert Dahan
Ketamine interactions with biomarkers of stress: A randomized placebo-controlled repeated measures resting-state fMRI and PCASL pilot study in healthy men. NeuroImage 108 (2015)
Gholamreza Salimi Khorshidi, Gwenaëlle Douaud, Christian F. Beckmann, Matthew F. Glasser, Ludovica Griffanti, Stephen M. Smith
Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers. NeuroImage 90 (2014)
Maarten Mennes, Mark Jenkinson, Romain Valabrègue, Jan K. Buitelaar, Christian F. Beckmann, Stephen M. Smith
Optimizing full-brain coverage in human brain MRI through population distributions of brain size. NeuroImage 98 (2014)
Stephen M. Smith, Aapo Hyvärinen, Gaël Varoquaux, Karla L. Miller, Christian F. Beckmann
Group-PCA for very large fMRI datasets. NeuroImage 101 (2014)
Ludovica Griffanti, Gholamreza Salimi Khorshidi, Christian F. Beckmann, Edward J. Auerbach, Gwenaëlle Douaud, Claire E. Sexton, Eniko Zsoldos, Klaus P. Ebmeier, Nicola Filippini, Clare E. Mackay, Steen Moeller, Junqian Xu, Essa Yacoub, Giuseppe Baselli, Kamil Ugurbil, Karla L. Miller, Stephen M. Smith
ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging. NeuroImage 95 (2014)
Mojtaba Zarei, Christian F. Beckmann, Maja A. A. Binnewijzend, Menno M. Schoonheim, Mohammad Ali Oghabian, Ernesto Sanz-Arigita, Philip Scheltens, Paul M. Matthews, Frederik Barkhof
Functional segmentation of the hippocampus in the healthy human brain and in Alzheimer's disease. NeuroImage 66 (2013)
Mojtaba Zarei, Christian F. Beckmann, Maja A. A. Binnewijzend, Menno M. Schoonheim, Mohammad Ali Oghabian, Ernesto Sanz-Arigita, Philip Scheltens, Paul M. Matthews, Frederik Barkhof
Corrigendum to "Functional segmentation of the hippocampus in the healthy human brain and in Alzheimer's disease" [Neuroimage 66 (2013) 28-35]. NeuroImage 83 (2013)
Max Hinne, Tom Heskes, Christian F. Beckmann, Marcel A. J. van Gerven
Bayesian inference of structural brain networks. NeuroImage 66 (2013)
Najmeh Khalili-Mahani, Catie Chang, Matthias J. P. van Osch, Ilya M. Veer, Mark A. van Buchem, Albert Dahan, Christian F. Beckmann, Joop M. A. van Gerven, Serge A. R. B. Rombouts
The impact of "physiological correction" on functional connectivity analysis of pharmacological resting state fMRI. NeuroImage 65 (2013)
David M. Cole, Christian F. Beckmann, Nicole Y. L. Oei, Stephanie Both, Joop M. A. van Gerven, Serge A. R. B. Rombouts
Differential and distributed effects of dopamine neuromodulations on resting-state network connectivity. NeuroImage 78 (2013)
Stephen M. Smith, Christian F. Beckmann, Jesper L. R. Andersson, Edward J. Auerbach, Janine D. Bijsterbosch, Gwenaëlle Douaud, Eugene P. Duff, David A. Feinberg, Ludovica Griffanti, Michael P. Harms, Michael Kelly, Timothy O. Laumann, Karla L. Miller, Steen Moeller, Steven E. Petersen, Jonathan D. Power, Gholamreza Salimi Khorshidi, Abraham Z. Snyder, An T. Vu, Mark William Woolrich, Junqian Xu, Essa Yacoub, Kamil Ugurbil, David C. Van Essen, Matthew F. Glasser
Resting-state fMRI in the Human Connectome Project. NeuroImage 80 (2013)
Eve H. Limbrick-Oldfield, Jonathan C. W. Brooks, Richard J. S. Wise, Francesco Padormo, Joseph V. Hajnal, Christian F. Beckmann, Mark A. Ungless
Identification and characterisation of midbrain nuclei using optimised functional magnetic resonance imaging. NeuroImage 59 (2) (2012)
Nicola Filippini, L. D. Nickerson, Christian F. Beckmann, Klaus P. Ebmeier, Giovanni B. Frisoni, Paul M. Matthews, Steve M. Smith, Clare E. Mackay
Age-related adaptations of brain function during a memory task are also present at rest. NeuroImage 59 (4) (2012)
Tomoki Arichi, Gianlorenzo Fagiolo, Marta Varela, Alejandro Melendez-Calderon, Alessandro Allievi, Nazakat Merchant, Nora Tusor, Serena J. Counsell, Etienne Burdet, Christian F. Beckmann, A. David Edwards
Development of BOLD signal hemodynamic responses in the human brain. NeuroImage 63 (2) (2012)
Christian F. Beckmann
Modelling with independent components. NeuroImage 62 (2) (2012)
Vitaly I. Dobromyslin, David H. Salat, Catherine B. Fortier, Elizabeth C. Leritz, Christian F. Beckmann, William P. Milberg, Regina E. McGlinchey
Distinct functional networks within the cerebellum and their relation to cortical systems assessed with independent component analysis. NeuroImage 60 (4) (2012)
Mark Jenkinson, Christian F. Beckmann, Timothy Edward John Behrens, Mark William Woolrich, Stephen M. Smith
FSL. NeuroImage 62 (2) (2012)
Angela R. Laird, P. Mickle Fox, Simon B. Eickhoff, Jessica A. Turner, Kimberly L. Ray, David Reese McKay, David C. Glahn, Christian F. Beckmann, Stephen M. Smith, Peter T. Fox
Behavioral Interpretations of Intrinsic Connectivity Networks. J. Cogn. Neurosci. 23 (12) (2011)
Adrian R. Groves, Christian F. Beckmann, Steve M. Smith, Mark William Woolrich
Linked independent component analysis for multimodal data fusion. NeuroImage 54 (3) (2011)
Nicola Filippini, Klaus P. Ebmeier, Bradley J. MacIntosh, Aaron J. Trachtenberg, Giovanni B. Frisoni, G. K. Wilcock, Christian F. Beckmann, Steve M. Smith, Paul M. Matthews, Clare E. Mackay
Differential effects of the APOE genotype on brain function across the lifespan. NeuroImage 54 (1) (2011)
Fani Deligianni, Emma C. Robinson, Christian F. Beckmann, David J. Sharp, A. David Edwards, Daniel Rueckert
Inference of functional connectivity from direct and indirect structural brain connections. ISBI (2011)
Jukka J. Remes, Tuomo Starck, Juha Nikkinen, Esa Ollila, Christian F. Beckmann, Osmo Tervonen, Vesa Kiviniemi, Olli Silvén
Effects of repeatability measures on results of fMRI sICA: A study on simulated and real resting-state effects. NeuroImage 56 (2) (2011)
Stephen M. Smith, Karla L. Miller, Gholamreza Salimi Khorshidi, Matthew A. Webster, Christian F. Beckmann, Thomas E. Nichols, Joseph D. Ramsey, Mark William Woolrich
Network modelling methods for FMRI. NeuroImage 54 (2) (2011)
David M. Cole, Christian F. Beckmann, Christopher J. Long, Paul M. Matthews, Michael J. Durcan, John D. Beaver
Nicotine replacement in abstinent smokers improves cognitive withdrawal symptoms with modulation of resting brain network dynamics. NeuroImage 52 (2) (2010)
Fani Deligianni, Emma C. Robinson, Christian F. Beckmann, David J. Sharp, A. David Edwards, Daniel Rueckert
Inference of functional connectivity from structural brain connectivity. ISBI (2010)
Tomoki Arichi, A. Moraux, A. Melendez, Valentina Doria, M. Groppo, Nazakat Merchant, S. Combs, Etienne Burdet, David J. Larkman, Serena J. Counsell, Christian F. Beckmann, A. David Edwards
Somatosensory cortical activation identified by functional MRI in preterm and term infants. NeuroImage 49 (3) (2010)
Laura Mancini, Olga Ciccarelli, F. Manfredonia, John S. Thornton, Federica Agosta, Frederik Barkhof, Christian F. Beckmann, Nicola De Stefano, Christian Enzinger, Franz Fazekas, Massimo Filippi, Achim Gass, Jochen G. Hirsch, Heidi Johansen-Berg, Ludwig Kappos, T. Korteweg, S. C. Manson, S. Marino, Paul M. Matthews, Xavier Montalban, Jackie Palace, Chris Polman, Maria Assunta Rocca, Stefan Ropele, Alex Rovira, C. Wegner, Karl J. Friston, Alan J. Thompson, Tarek A. Yousry
Short-term adaptation to a simple motor task: A physiological process preserved in multiple sclerosis. NeuroImage 45 (2) (2009)
Rami K. Niazy, Christian F. Beckmann, J. Michael Brady, Stephen M. Smith
Performance Evaluation of Ensemble Empirical Mode Decomposition. Adv. Data Sci. Adapt. Anal. 1 (2) (2009)
Mark William Woolrich, Saâd Jbabdi, Brian Patenaude, Michael A. Chappell, Salima Makni, Timothy Behrens, Christian F. Beckmann, Mark Jenkinson, Stephen M. Smith
Bayesian analysis of neuroimaging data in FSL. NeuroImage 45 (1) (2009)
Salima Makni, Christian F. Beckmann, Steve M. Smith, Mark William Woolrich
Erratum to "Bayesian deconvolution of fMRI data using bilinear dynamical systems" [NeuroImage 42 (2008) 1381-1396]. NeuroImage 46 (1) (2009)
Salima Makni, Christian F. Beckmann, Steve M. Smith, Mark William Woolrich
Bayesian deconvolution fMRI data using bilinear dynamical systems. NeuroImage 42 (4) (2008)
Jonathan C. W. Brooks, Christian F. Beckmann, Karla L. Miller, Richard G. Wise, Carlo A. Porro, Irene Tracey, Mark Jenkinson
Physiological noise modelling for spinal functional magnetic resonance imaging studies. NeuroImage 39 (2) (2008)
Zsigmond Tamás Kincses, Heidi Johansen-Berg, Valentina Tomassini, Rose Bosnell, Paul M. Matthews, Christian F. Beckmann
Model-free characterization of brain functional networks for motor sequence learning using fMRI. NeuroImage 39 (4) (2008)
Stephen M. Smith, Mark Jenkinson, Christian F. Beckmann, Karla L. Miller, Mark W. Woolrich
Meaningful design and contrast estimability in FMRI. NeuroImage 34 (1) (2007)
Andreas J. Bartsch, György Homola, Stefan Thesen, Peter Sahmer, Ralph Keim, Christian F. Beckmann, Armin Biller, Christoph Knaus, Martin Bendszus
Scanning for the scanner: FMRI of audition by read-out omissions from echo-planar imaging. NeuroImage 35 (1) (2007)
Robert Johnson, Jonathan Marchini, Stephen M. Smith, Christian F. Beckmann
Independent Component Analysis of Functional Magnetic Resonance Imaging Data Using Wavelet Dictionaries. ICA (2007)
Marilena De Luca, Christian F. Beckmann, Nicola De Stefano, Paul M. Matthews, Stephen M. Smith
fMRI resting state networks define distinct modes of long-distance interactions in the human brain. NeuroImage 29 (4) (2006)
Rami K. Niazy, Christian F. Beckmann, Gian Domenico Iannetti, J. Michael Brady, Stephen M. Smith
Removal of FMRI environment artifacts from EEG data using optimal basis sets. NeuroImage 28 (3) (2005)
Christian F. Beckmann, Stephen M. Smith
Tensorial extensions of independent component analysis for multisubject FMRI analysis. NeuroImage 25 (1) (2005)
Mark William Woolrich, Timothy Edward John Behrens, Christian F. Beckmann, Stephen M. Smith
Mixture models with adaptive spatial regularization for segmentation with an application to FMRI data. IEEE Trans. Medical Imaging 24 (1) (2005)
Mark W. Woolrich, Timothy Edward John Behrens, Christian F. Beckmann, Mark Jenkinson, Stephen M. Smith
Multilevel linear modelling for FMRI group analysis using Bayesian inference. NeuroImage 21 (4) (2004)
Christian F. Beckmann, Stephen M. Smith
Probabilistic independent component analysis for functional magnetic resonance imaging. IEEE Trans. Medical Imaging 23 (2) (2004)
Christian F. Beckmann
Probabilistic ICA for fMRI. ISBI (2004)
Christian F. Beckmann, Mark Jenkinson, Stephen M. Smith
General multilevel linear modeling for group analysis in FMRI. NeuroImage 20 (2) (2003)
N. S. Skantzos, Christian F. Beckmann, Anthony C. C. Coolen
Discontinuous Recall Transitions Induced by Competition Between Short- and Long-Range Interactions in Recurrent Networks. NIPS (1998)