Andre F Marquand

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Christian F. BeckmannRadboud University Medical Centre Nijmegen, Donders Institute for Brain, Cognition and BehaviourVerified email at donders.ru.nl
Janaina Mourao-MirandaUniversity College LondonVerified email at cs.ucl.ac.uk
Thomas WolfersUniversity of TübingenVerified email at donders.ru.nl
Steve C R WilliamsInstitute of Psychiatry, King's College LondonVerified email at kcl.ac.uk
Michael BrammerProfessor of NeuroimagingVerified email at kcl.ac.uk
Mitul MehtaProfessor of Neuroimaging & Psychopharmacology, Institute of Psychiatry, Psychology & NeuroscienceVerified email at kcl.ac.uk
Maria J. RosaMax Planck - UCL / Computer Science UCLVerified email at alumni.ucl.ac.uk
Barbara FrankeProfessor of Molecular PsychiatryVerified email at radboudumc.nl
Carlton CHUResearcher/Engineer at Google DeepMindVerified email at google.com
Maarten MennesHead of MR Analyses and Quality Manager at SBGneuro; Senior researcher, Donders Institute for BrainVerified email at donders.ru.nl
Tim HahnUniversity of MünsterVerified email at wwu.de
James H ColeProfessor of Neuroimage Computing, Centre for Medical Image Computing, Dementia ResearchVerified email at ucl.ac.uk
Owen O'DalyLecturer in Neuroimaging, King's College London's Institute of PsychiatryVerified email at kcl.ac.uk
Orla M. DoyleData Scientist, NovartisVerified email at novartis.com
John AshburnerProfessor of Imaging Science, Wellcome Centre for Human Neuroimaging, UCL Institute ofVerified email at ucl.ac.uk
Jessica SchrouffDeepMindVerified email at deepmind.com
Christophe PhillipsFRS-FNRS Research Director, University of LiègeVerified email at ulg.ac.be
Matt HowardKing's College LondonVerified email at kcl.ac.uk
Jonas RichiardiLausanne University Hospital and University of LausanneVerified email at chuv.ch
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk

Andre F Marquand

Professor of Computational Psychiatry, Donders Institute / Kings College London

Verified email at kcl.ac.uk - Homepage

Machine learning neuroimaging fMRI Gaussian Processes Pattern recognition


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Using support vector machine to identify imaging biomarkers of neurological and psychiatric disease: a critical review G Orru, W Pettersson-Yeo, AF Marquand, G Sartori, A Mechelli Neuroscience & Biobehavioral Reviews 36 (4), 1140-1152, 2012	1033	2012
Describing the brain in autism in five dimensions—magnetic resonance imaging-assisted diagnosis of autism spectrum disorder using a multiparameter classification approach C Ecker, A Marquand, J Mourão-Miranda, P Johnston, EM Daly, ... Journal of Neuroscience 30 (32), 10612-10623, 2010	443	2010
Investigating the predictive value of whole-brain structural MR scans in autism: a pattern classification approach C Ecker, V Rocha-Rego, P Johnston, J Mourao-Miranda, A Marquand, ... Neuroimage 49 (1), 44-56, 2010	434	2010
PRoNTo: pattern recognition for neuroimaging toolbox J Schrouff, MJ Rosa, JM Rondina, AF Marquand, C Chu, J Ashburner, ... Neuroinformatics 11, 319-337, 2013	415	2013
The genetic architecture of the human cerebral cortex KL Grasby, N Jahanshad, JN Painter, L Colodro-Conde, J Bralten, ... Science 367 (6484), eaay6690, 2020	412	2020
Pattern classification of sad facial processing: toward the development of neurobiological markers in depression CHY Fu, J Mourao-Miranda, SG Costafreda, A Khanna, AF Marquand, ... Biological psychiatry 63 (7), 656-662, 2008	379	2008
Understanding heterogeneity in clinical cohorts using normative models: beyond case-control studies AF Marquand, I Rezek, J Buitelaar, CF Beckmann Biological psychiatry 80 (7), 552-561, 2016	330	2016
From estimating activation locality to predicting disorder: A review of pattern recognition for neuroimaging-based psychiatric diagnostics T Wolfers, JK Buitelaar, CF Beckmann, B Franke, AF Marquand Neuroscience & Biobehavioral Reviews 57, 328-349, 2015	287	2015
Novel genetic loci associated with hippocampal volume DP Hibar, HHH Adams, N Jahanshad, G Chauhan, JL Stein, E Hofer, ... Nature communications 8 (1), 13624, 2017	269	2017
Mapping the heterogeneous phenotype of schizophrenia and bipolar disorder using normative models T Wolfers, NT Doan, T Kaufmann, D Alnæs, T Moberget, I Agartz, ... JAMA psychiatry 75 (11), 1146-1155, 2018	260	2018
Quantitative prediction of subjective pain intensity from whole-brain fMRI data using Gaussian processes A Marquand, M Howard, M Brammer, C Chu, S Coen, J Mourão-Miranda Neuroimage 49 (3), 2178-2189, 2010	260	2010
Prognostic prediction of therapeutic response in depression using high-field MR imaging Q Gong, Q Wu, C Scarpazza, S Lui, Z Jia, A Marquand, X Huang, ... Neuroimage 55 (4), 1497-1503, 2011	223	2011
Novel genetic loci underlying human intracranial volume identified through genome-wide association HHH Adams, DP Hibar, V Chouraki, JL Stein, PA Nyquist, ME Rentería, ... Nature neuroscience 19 (12), 1569-1582, 2016	221	2016
Beyond lumping and splitting: a review of computational approaches for stratifying psychiatric disorders AF Marquand, T Wolfers, M Mennes, J Buitelaar, CF Beckmann Biological psychiatry: cognitive neuroscience and neuroimaging 1 (5), 433-447, 2016	218	2016
Evaluating the evidence for biotypes of depression: Methodological replication and extension of R Dinga, L Schmaal, BWJH Penninx, MJ van Tol, DJ Veltman, ... NeuroImage: Clinical 22, 101796, 2019	204	2019
Conceptualizing mental disorders as deviations from normative functioning AF Marquand, SM Kia, M Zabihi, T Wolfers, JK Buitelaar, CF Beckmann Molecular psychiatry 24 (10), 1415-1424, 2019	190	2019
Connectopic mapping with resting-state fMRI KV Haak, AF Marquand, CF Beckmann Neuroimage 170, 83-94, 2018	182	2018
Genetic architecture of subcortical brain structures in 38,851 individuals CL Satizabal, HHH Adams, DP Hibar, CC White, MJ Knol, JL Stein, ... Nature genetics 51 (11), 1624-1636, 2019	180	2019
Patient classification as an outlier detection problem: an application of the one-class support vector machine J Mourão-Miranda, DR Hardoon, T Hahn, AF Marquand, SCR Williams, ... Neuroimage 58 (3), 793-804, 2011	163	2011
Integrating neurobiological markers of depression T Hahn, AF Marquand, AC Ehlis, T Dresler, S Kittel-Schneider, TA Jarczok, ... Archives of general psychiatry 68 (4), 361-368, 2011	163	2011

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