Andre F Marquand

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Coauteurs

Janaina Mourao-MirandaUniversity College LondonAdresse e-mail validée de cs.ucl.ac.uk
Steve C R WilliamsInstitute of Psychiatry, King's College LondonAdresse e-mail validée de kcl.ac.uk
Michael BrammerProfessor of NeuroimagingAdresse e-mail validée de kcl.ac.uk
Christian F. BeckmannRadboud University Medical Centre Nijmegen, Donders Institute for Brain, Cognition and BehaviourAdresse e-mail validée de donders.ru.nl
Thomas WolfersUniversity of Oslo, Radboud University, University of OxfordAdresse e-mail validée de donders.ru.nl
Mitul MehtaProfessor of Neuroimaging & Psychopharmacology, Institute of Psychiatry, Psychology & NeuroscienceAdresse e-mail validée de kcl.ac.uk
Maria J. RosaMax Planck - UCL / Computer Science UCLAdresse e-mail validée de alumni.ucl.ac.uk
Carlton CHUResearcher/Engineer at Google DeepMindAdresse e-mail validée de google.com
Andrew SimmonsKing's College London, Institute of PsychiatryAdresse e-mail validée de kcl.ac.uk
Tim HahnUniversity of MünsterAdresse e-mail validée de wwu.de
Orla M. DoyleData Scientist, IQVIAAdresse e-mail validée de iqvia.com
Barbara FrankeProfessor of Molecular PsychiatryAdresse e-mail validée de radboudumc.nl
Owen O'DalyLecturer in Neuroimaging, King's College London's Institute of PsychiatryAdresse e-mail validée de kcl.ac.uk
John AshburnerProfessor of Imaging Science, Wellcome Centre for Human Neuroimaging, UCL Institute ofAdresse e-mail validée de ucl.ac.uk
Cynthia HY FuProfessor, School of Psychology, University of East LondonAdresse e-mail validée de uel.ac.uk
Maarten MennesHead of MR Analyses and Quality Manager at SBGneuro; Senior researcher, Donders Institute for BrainAdresse e-mail validée de donders.ru.nl
Jessica SchrouffGoogle HealthAdresse e-mail validée de ulg.ac.be
Christophe PhillipsGIGA Institute, University of LiègeAdresse e-mail validée de ulg.ac.be
Jonas RichiardiLausanne University Hospital and University of LausanneAdresse e-mail validée de chuv.ch
Matt HowardKing's College LondonAdresse e-mail validée de kcl.ac.uk

Andre F Marquand

Associate Professor, Donders Institute / Kings College London

Adresse e-mail validée de kcl.ac.uk - Page d'accueil

Machine learning neuroimaging fMRI Gaussian Processes Pattern recognition


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	791	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	378	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	366	2010
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	340	2008
PRoNTo: pattern recognition for neuroimaging toolbox J Schrouff, MJ Rosa, JM Rondina, AF Marquand, C Chu, J Ashburner, ... Neuroinformatics 11 (3), 319-337, 2013	300	2013
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	231	2010
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	217	2015
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	197	2011
Novel genetic loci associated with hippocampal volume DP Hibar, HHH Adams, N Jahanshad, G Chauhan, JL Stein, E Hofer, ... Nature communications 8 (1), 1-12, 2017	172	2017
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	159	2016
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	152	2016
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	152	2011
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	138	2016
Neuroanatomy of verbal working memory as a diagnostic biomarker for depression AF Marquand, J Mourão-Miranda, MJ Brammer, AJ Cleare, CHY Fu Neuroreport 19 (15), 1507-1511, 2008	134	2008
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	128	2011
Predicting long-term outcome of Internet-delivered cognitive behavior therapy for social anxiety disorder using fMRI and support vector machine learning KNT Månsson, A Frick, CJ Boraxbekk, AF Marquand, SCR Williams, ... Translational psychiatry 5 (3), e530-e530, 2015	114	2015
Pattern classification of response inhibition in ADHD: toward the development of neurobiological markers for ADHD H Hart, K Chantiluke, AI Cubillo, AB Smith, A Simmons, MJ Brammer, ... Human Brain Mapping 35 (7), 3083-3094, 2014	108	2014
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	105	2018
Test–retest reliability of the BOLD pharmacological MRI response to ketamine in healthy volunteers S De Simoni, AJ Schwarz, OG O'Daly, AF Marquand, C Brittain, ... Neuroimage 64, 75-90, 2013	102	2013
Human subcortical brain asymmetries in 15,847 people worldwide reveal effects of age and sex T Guadalupe, SR Mathias, GM Theo, CD Whelan, MP Zwiers, Y Abe, ... Brain imaging and behavior 11 (5), 1497-1514, 2017	100	2017

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