Christian F. Beckmann

82 papers Journal 74Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Unobtrusive inference of diurnal rhythms from smartphone data. npj Digit. Medicine Loran Knol, Mindy K. Ross, Anisha Nagpal, Andrew P. Burns, Zachery Morrissey, Faraz Hussain, Tory A. Eisenlohr-Moul, Christian F. Beckmann, Alex D. Leow, Andre F. Marquand
2025	J	`jnl`	The intrinsic connectivity between the default mode and dorsal attention networks is an independent fMRI biomarker of Alzheimer's disease pathology burden. NeuroImage Diego-Martin Lombardo, Christian F. Beckmann
2024	—	`conf`	Learning Cortical Anomaly through Masked Encoding for Unsupervised Heterogeneity Mapping. ISBI Hao-Chun Yang, Ole A. Andreassen, Lars Tjelta Westlye, Andre F. Marquand, Christian F. Beckmann, Thomas Wolfers
2024	J	`jnl`	Self-Supervised Masked Mesh Learning for Unsupervised Anomaly Detection on 3D Cortical Surfaces. CoRR Hao-Chun Yang, Sicheng Dai, Saige Rutherford, Christian Gaser, Andre F. Marquand, Christian F. Beckmann, Thomas Wolfers
2024	J	`jnl`	Smartphone keyboard dynamics predict affect in suicidal ideation. npj Digit. Medicine 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
2024	—	`conf`	To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling. MLHC Saige Rutherford, Thomas Wolfers, Charlotte J. Fraza, Nathaniel G. Harnett, Christian F. Beckmann, Henricus G. Ruhe, Andre F. Marquand
2024	J	`jnl`	To which reference class do you belong? Measuring racial fairness of reference classes with normative modeling. CoRR Saige Rutherford, Thomas Wolfers, Charlotte J. Fraza, Nathaniel G. Harrnet, Christian F. Beckmann, Henricus G. Ruhe, Andre F. Marquand
2023	J	`jnl`	Amplitudes of resting-state functional networks - investigation into their correlates and biophysical properties. NeuroImage 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
2023	J	`jnl`	Learning Cortical Anomaly through Masked Encoding for Unsupervised Heterogeneity Mapping. CoRR Hao-Chun Yang, Ole A. Andreassen, Lars Tjelta Westlye, Andre F. Marquand, Christian F. Beckmann, Thomas Wolfers
2023	J	`jnl`	Supervised Phenotype Discovery From Multimodal Brain Imaging. IEEE Trans. Medical Imaging Weikang Gong, Song Bai, Ying-Qiu Zheng, Stephen M. Smith, Christian F. Beckmann
2022	J	`jnl`	Evaluation of data imputation strategies in complex, deeply-phenotyped data sets: the case of the EU-AIMS Longitudinal European Autism Project. CoRR Alberto Llera, Mick Brammer, Bethany Oakley, Julian Tillmann, M. Zabihi, T. Mei, Tony Charman, Christine Ecker, Flavio 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
2021	J	`jnl`	Accurate brain age prediction with lightweight deep neural networks. Medical Image Anal. Han Peng, Weikang Gong, Christian F. Beckmann, Andrea Vedaldi, Stephen M. Smith
2021	J	`jnl`	Functional co-activation of the default mode network in APOE ε4-carriers: A replication study. NeuroImage Lara J. Mentink, João P. O. F. T. Guimarães, Myrthe Faber, Emma Sprooten, Marcel G. M. Olde Rikkert, Koen V. Haak, Christian F. Beckmann
2021	J	`jnl`	Mesoscale hierarchical organization of primary somatosensory cortex captured by resting-state-fMRI in humans. NeuroImage Geoffrey N. Ngo, Koen V. Haak, Christian F. Beckmann, Ravi S. Menon
2021	J	`jnl`	Phenotype discovery from population brain imaging. Medical Image Anal. Weikang Gong, Christian F. Beckmann, Stephen M. Smith
2021	J	`jnl`	The meaning of significant mean group differences for biomarker discovery. PLoS Comput. Biol. Eva Loth, Jumana Ahmad, Chris Chatham, Beatriz López, Ben Carter, Daisy Crawley, Bethany Oakley, Hannah Hayward, Jennifer Cooke, Antonia San José Cáceres, Danilo Bzdok, Emily J. H. Jones, Tony Charman, Christian F. Beckmann, Thomas Bourgeron, Roberto Toro, Jan K. Buitelaar, Declan G. M. Murphy, Guillaume Dumas
2021	J	`jnl`	Warped Bayesian linear regression for normative modelling of big data. NeuroImage Charlotte J. Fraza, Richard Dinga, Christian F. Beckmann, Andre F. Marquand
2020	J	`jnl`	Discovering the shared biology of cognitive traits determined by genetic overlap. NeuroImage João P. O. F. T. Guimarães, Janita B. Bralten, C. U. Greven, Barbara Franke, Emma Sprooten, Christian F. Beckmann
2020	J	`jnl`	Hierarchical Bayesian Regression for Multi-Site Normative Modeling of Neuroimaging Data. CoRR Seyed Mostafa Kia, Hester Huijsdens, Richard Dinga, Thomas Wolfers, Maarten Mennes, Ole A. Andreassen, Lars T. Westlye, Christian F. Beckmann, Andre F. Marquand
2020	—	`conf`	Hierarchical Bayesian Regression for Multi-site Normative Modeling of Neuroimaging Data. MICCAI (7) Seyed Mostafa Kia, Hester Huijsdens, Richard Dinga, Thomas Wolfers, Maarten Mennes, Ole A. Andreassen, Lars T. Westlye, Christian F. Beckmann, Andre F. Marquand
2020	J	`jnl`	Medial prefrontal decoupling from the default mode network benefits memory. NeuroImage Nils C. J. Müller, Martin Dresler, Gabriele Janzen, Christian F. Beckmann, Guillén Fernández, Nils Kohn
2020	J	`jnl`	Single-subject Single-session Temporally-Independent Functional Modes of Brain Activity. NeuroImage Daniel E. P. Gomez, Alberto Llera, José P. R. F. Marques, Christian F. Beckmann, David G. Norris
2020	J	`jnl`	Understanding brain organisation in the face of functional heterogeneity and functional multiplicity. NeuroImage Koen V. Haak, Christian F. Beckmann
2019	J	`jnl`	Acute stress alters the 'default' brain processing. NeuroImage Wei Zhang, Mahur M. Hashemi, Reinoud Kaldewaij, Saskia B. J. Koch, Christian F. Beckmann, Floris Klumpers, Karin Roelofs
2019	J	`jnl`	Disentangling common from specific processing across tasks using task potency. NeuroImage Roselyne J. Chauvin, Maarten Mennes, Alberto Llera, Jan K. Buitelaar, Christian F. Beckmann
2018	J	`jnl`	Connectopic mapping with resting-state fMRI. NeuroImage Koen V. Haak, Andre F. Marquand, Christian F. Beckmann
2018	J	`jnl`	Functional parcellation using time courses of instantaneous connectivity. NeuroImage 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
2018	J	`jnl`	Scalable Multi-Task Gaussian Process Tensor Regression for Normative Modeling of Structured Variation in Neuroimaging Data. CoRR Seyed Mostafa Kia, Christian F. Beckmann, Andre F. Marquand
2018	J	`jnl`	Thresholding functional connectomes by means of mixture modeling. NeuroImage Natalia Z. Bielczyk, Fabian Walocha, Patrick W. Ebel, Koen V. Haak, Alberto Llera, Jan K. Buitelaar, Jeffrey Glennon, Christian F. Beckmann
2017	J	`jnl`	A Bayesian spatial model for neuroimaging data based on biologically informed basis functions. NeuroImage Ismael Huertas, Marianne Oldehinkel, Erik S. B. van Oort, David Garcia-Solis, Pablo Mir, Christian F. Beckmann, Andre F. Marquand
2017	J	`jnl`	Functional anatomy of the human thalamus at rest. NeuroImage Vinod Jangir Kumar, Erik S. B. van Oort, Klaus Scheffler, Christian F. Beckmann, Wolfgang Grodd
2017	J	`jnl`	Hand classification of fMRI ICA noise components. NeuroImage 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
2016	J	`jnl`	A multi-modal parcellation of human cerebral cortex. Nat. Matthew F. Glasser, Timothy S. Coalson, Emma C. Robinson, Carl D. Hacker, John W. Harwell, Essa Yacoub, Kâmil Ugurbil, Jesper L. R. Andersson, Christian F. Beckmann, Mark Jenkinson, Stephen M. Smith, David C. Van Essen
2016	J	`jnl`	Meta-analysis of real-time fMRI neurofeedback studies using individual participant data: How is brain regulation mediated? NeuroImage 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
2015	J	`jnl`	Evaluation of ICA-AROMA and alternative strategies for motion artifact removal in resting state fMRI. NeuroImage Raimon H. R. Pruim, Maarten Mennes, Jan K. Buitelaar, Christian F. Beckmann
2015	J	`jnl`	ICA-AROMA: A robust ICA-based strategy for removing motion artifacts from fMRI data. NeuroImage Raimon H. R. Pruim, Maarten Mennes, Daan van Rooij, Alberto Llera, Jan K. Buitelaar, Christian F. Beckmann
2015	J	`jnl`	Ketamine interactions with biomarkers of stress: A randomized placebo-controlled repeated measures resting-state fMRI and PCASL pilot study in healthy men. NeuroImage 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
2015	J	`jnl`	Large-scale Probabilistic Functional Modes from resting state fMRI. NeuroImage Samuel J. Harrison, Mark W. Woolrich, Emma C. Robinson, Matthew F. Glasser, Christian F. Beckmann, Mark Jenkinson, Stephen M. Smith
2014	J	`jnl`	Automatic denoising of functional MRI data: Combining independent component analysis and hierarchical fusion of classifiers. NeuroImage Gholamreza Salimi Khorshidi, Gwenaëlle Douaud, Christian F. Beckmann, Matthew F. Glasser, Ludovica Griffanti, Stephen M. Smith
2014	J	`jnl`	Group-PCA for very large fMRI datasets. NeuroImage Stephen M. Smith, Aapo Hyvärinen, Gaël Varoquaux, Karla L. Miller, Christian F. Beckmann
2014	J	`jnl`	ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging. NeuroImage 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, Kâmil Ugurbil, Karla L. Miller, Stephen M. Smith
2014	J	`jnl`	Optimizing full-brain coverage in human brain MRI through population distributions of brain size. NeuroImage Maarten Mennes, Mark Jenkinson, Romain Valabrègue, Jan K. Buitelaar, Christian F. Beckmann, Stephen M. Smith
2013	J	`jnl`	Bayesian inference of structural brain networks. NeuroImage Max Hinne, Tom Heskes, Christian F. Beckmann, Marcel A. J. van Gerven
2013	J	`jnl`	Corrigendum to "Functional segmentation of the hippocampus in the healthy human brain and in Alzheimer's disease" [Neuroimage 66 (2013) 28-35]. NeuroImage 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
2013	J	`jnl`	Differential and distributed effects of dopamine neuromodulations on resting-state network connectivity. NeuroImage David M. Cole, Christian F. Beckmann, Nicole Y. L. Oei, Stephanie Both, Joop M. A. van Gerven, Serge A. R. B. Rombouts
2013	J	`jnl`	Functional segmentation of the hippocampus in the healthy human brain and in Alzheimer's disease. NeuroImage 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
2013	J	`jnl`	Resting-state fMRI in the Human Connectome Project. NeuroImage 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, Kâmil Ugurbil, David C. Van Essen, Matthew F. Glasser
2013	J	`jnl`	The impact of "physiological correction" on functional connectivity analysis of pharmacological resting state fMRI. NeuroImage 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
2012	J	`jnl`	Age-related adaptations of brain function during a memory task are also present at rest. NeuroImage Nicola Filippini, Lisa D. H. Nickerson, Christian F. Beckmann, Klaus P. Ebmeier, Giovanni B. Frisoni, Paul M. Matthews, Steve M. Smith, Clare E. Mackay
2012	J	`jnl`	Development of BOLD signal hemodynamic responses in the human brain. NeuroImage 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
2012	J	`jnl`	Distinct functional networks within the cerebellum and their relation to cortical systems assessed with independent component analysis. NeuroImage Vitaly I. Dobromyslin, David H. Salat, Catherine B. Fortier, Elizabeth C. Leritz, Christian F. Beckmann, William P. Milberg, Regina E. McGlinchey
2012	J	`jnl`	FSL. NeuroImage Mark Jenkinson, Christian F. Beckmann, Timothy Edward John Behrens, Mark William Woolrich, Stephen M. Smith
2012	J	`jnl`	Identification and characterisation of midbrain nuclei using optimised functional magnetic resonance imaging. NeuroImage Eve H. Limbrick-Oldfield, Jonathan C. W. Brooks, Richard J. S. Wise, Francesco Padormo, Joseph V. Hajnal, Christian F. Beckmann, Mark A. Ungless
2012	J	`jnl`	Modelling with independent components. NeuroImage Christian F. Beckmann
2011	J	`jnl`	Behavioral Interpretations of Intrinsic Connectivity Networks. J. Cogn. Neurosci. Angela R. Laird, P. Mickle Fox, Simon B. Eickhoff, Jessica A. Turner, Kimberly L. Ray, D. Reese McKay, David C. Glahn, Christian F. Beckmann, Stephen M. Smith, Peter T. Fox
2011	J	`jnl`	Differential effects of the APOE genotype on brain function across the lifespan. NeuroImage 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
2011	J	`jnl`	Effects of repeatability measures on results of fMRI sICA: A study on simulated and real resting-state effects. NeuroImage Jukka J. Remes, Tuomo Starck, Juha Nikkinen, Esa Ollila, Christian F. Beckmann, Osmo Tervonen, Vesa Kiviniemi, Olli Silvén
2011	—	`conf`	Inference of functional connectivity from direct and indirect structural brain connections. ISBI Fani Deligianni, Emma C. Robinson, Christian F. Beckmann, David J. Sharp, A. David Edwards, Daniel Rueckert
2011	J	`jnl`	Linked independent component analysis for multimodal data fusion. NeuroImage Adrian R. Groves, Christian F. Beckmann, Steve M. Smith, Mark William Woolrich
2011	J	`jnl`	Network modelling methods for FMRI. NeuroImage Stephen M. Smith, Karla L. Miller, Gholamreza Salimi Khorshidi, Matthew A. Webster, Christian F. Beckmann, Thomas E. Nichols, Joseph D. Ramsey, Mark William Woolrich
2010	—	`conf`	Inference of functional connectivity from structural brain connectivity. ISBI Fani Deligianni, Emma C. Robinson, Christian F. Beckmann, David J. Sharp, A. David Edwards, Daniel Rueckert
2010	J	`jnl`	Nicotine replacement in abstinent smokers improves cognitive withdrawal symptoms with modulation of resting brain network dynamics. NeuroImage David M. Cole, Christian F. Beckmann, Christopher J. Long, Paul M. Matthews, Michael J. Durcan, John D. Beaver
2010	J	`jnl`	Somatosensory cortical activation identified by functional MRI in preterm and term infants. NeuroImage 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
2009	J	`jnl`	Bayesian analysis of neuroimaging data in FSL. NeuroImage Mark William Woolrich, Saâd Jbabdi, Brian Patenaude, Michael A. Chappell, Salima Makni, Timothy Behrens, Christian F. Beckmann, Mark Jenkinson, Stephen M. Smith
2009	J	`jnl`	Erratum to "Bayesian deconvolution of fMRI data using bilinear dynamical systems" [NeuroImage 42 (2008) 1381-1396]. NeuroImage Salima Makni, Christian F. Beckmann, Steve M. Smith, Mark William Woolrich
2009	J	`jnl`	Performance Evaluation of Ensemble Empirical Mode Decomposition. Adv. Data Sci. Adapt. Anal. Rami K. Niazy, Christian F. Beckmann, J. Michael Brady, Stephen M. Smith
2009	J	`jnl`	Short-term adaptation to a simple motor task: A physiological process preserved in multiple sclerosis. NeuroImage 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, Silvia 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
2008	J	`jnl`	Bayesian deconvolution fMRI data using bilinear dynamical systems. NeuroImage Salima Makni, Christian F. Beckmann, Steve M. Smith, Mark William Woolrich
2008	J	`jnl`	Model-free characterization of brain functional networks for motor sequence learning using fMRI. NeuroImage Zsigmond Tamás Kincses, Heidi Johansen-Berg, Valentina Tomassini, Rose Bosnell, Paul M. Matthews, Christian F. Beckmann
2008	J	`jnl`	Physiological noise modelling for spinal functional magnetic resonance imaging studies. NeuroImage Jonathan C. W. Brooks, Christian F. Beckmann, Karla L. Miller, Richard G. Wise, Carlo A. Porro, Irene Tracey, Mark Jenkinson
2007	—	`conf`	Independent Component Analysis of Functional Magnetic Resonance Imaging Data Using Wavelet Dictionaries. ICA Robert Johnson, Jonathan Marchini, Stephen M. Smith, Christian F. Beckmann
2007	J	`jnl`	Meaningful design and contrast estimability in FMRI. NeuroImage Stephen M. Smith, Mark Jenkinson, Christian F. Beckmann, Karla L. Miller, Mark W. Woolrich
2007	J	`jnl`	Scanning for the scanner: FMRI of audition by read-out omissions from echo-planar imaging. NeuroImage Andreas J. Bartsch, György Homola, Stefan Thesen, Peter Sahmer, Ralph Keim, Christian F. Beckmann, Armin Biller, Christoph Knaus, Martin Bendszus
2006	J	`jnl`	fMRI resting state networks define distinct modes of long-distance interactions in the human brain. NeuroImage Marilena De Luca, Christian F. Beckmann, Nicola De Stefano, Paul M. Matthews, Stephen M. Smith
2005	J	`jnl`	Mixture models with adaptive spatial regularization for segmentation with an application to FMRI data. IEEE Trans. Medical Imaging Mark William Woolrich, Timothy Edward John Behrens, Christian F. Beckmann, Stephen M. Smith
2005	J	`jnl`	Removal of FMRI environment artifacts from EEG data using optimal basis sets. NeuroImage Rami K. Niazy, Christian F. Beckmann, Gian Domenico Iannetti, J. Michael Brady, Stephen M. Smith
2005	J	`jnl`	Tensorial extensions of independent component analysis for multisubject FMRI analysis. NeuroImage Christian F. Beckmann, Stephen M. Smith
2004	J	`jnl`	Multilevel linear modelling for FMRI group analysis using Bayesian inference. NeuroImage Mark W. Woolrich, Timothy Edward John Behrens, Christian F. Beckmann, Mark Jenkinson, Stephen M. Smith
2004	—	`conf`	Probabilistic ICA for fMRI. ISBI Christian F. Beckmann
2004	J	`jnl`	Probabilistic independent component analysis for functional magnetic resonance imaging. IEEE Trans. Medical Imaging Christian F. Beckmann, Stephen M. Smith
2003	J	`jnl`	General multilevel linear modeling for group analysis in FMRI. NeuroImage Christian F. Beckmann, Mark Jenkinson, Stephen M. Smith
1998	—	`conf`	Discontinuous Recall Transitions Induced by Competition Between Short- and Long-Range Interactions in Recurrent Networks. NIPS N. S. Skantzos, Christian F. Beckmann, Anthony C. C. Coolen