Andre F Marquand

Cited by

	All	Since 2019
Citations	14650	10479
h-index	64	54
i10-index	124	122

2500

1250

625

1875

20102011201220132014201520162017201820192020202120222023202456 161 242 342 553 577 595 721 768 1053 1443 1585 1863 2049 2438

Public access

View all

159 articles

12 articles

available

not available

Based on funding mandates

Co-authors

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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	1163	2012
The genetic architecture of the human cerebral cortex KL Grasby, N Jahanshad, JN Painter, L Colodro-Conde, J Bralten, ... Science 367 (6484), eaay6690, 2020	688	2020
PRoNTo: pattern recognition for neuroimaging toolbox J Schrouff, MJ Rosa, JM Rondina, AF Marquand, C Chu, J Ashburner, ... Neuroinformatics 11, 319-337, 2013	489	2013
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	488	2010
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	486	2016
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	465	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	400	2008
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	386	2018
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	323	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	322	2017
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	314	2019
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	284	2019
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	270	2010
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	260	2019
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	258	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	256	2016
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	233	2011
Connectopic mapping with resting-state fMRI KV Haak, AF Marquand, CF Beckmann Neuroimage 170, 83-94, 2018	231	2018
Brain aging in major depressive disorder: results from the ENIGMA major depressive disorder working group LKM Han, R Dinga, T Hahn, CRK Ching, LT Eyler, L Aftanas, M Aghajani, ... Molecular psychiatry 26 (9), 5124-5139, 2021	226	2021
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	194	2011

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors