Andre F Marquand

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Christian F. BeckmannRadboud University Medical Centre Nijmegen, Donders Institute for Brain, Cognition and BehaviourPatvirtintas el. paštas donders.ru.nl
Thomas WolfersUniversity of TübingenPatvirtintas el. paštas donders.ru.nl
Janaina Mourao-MirandaUniversity College LondonPatvirtintas el. paštas cs.ucl.ac.uk
Steve C R WilliamsInstitute of Psychiatry, Psychology & Neuroscience at King's College LondonPatvirtintas el. paštas kcl.ac.uk
Michael BrammerProfessor of NeuroimagingPatvirtintas el. paštas kcl.ac.uk
Mitul MehtaProfessor of Neuroimaging & Psychopharmacology, Institute of Psychiatry, Psychology & NeurosciencePatvirtintas el. paštas kcl.ac.uk
James H ColeProfessor of Neuroimage Computing, UCL Hawkes Institute, UCL Dementia Research CentrePatvirtintas el. paštas ucl.ac.uk
Barbara FrankeProfessor of Molecular PsychiatryPatvirtintas el. paštas radboudumc.nl
Maarten MennesHead of MR Analyses and Quality Manager at SBGneuro; Senior researcher, Donders Institute for BrainPatvirtintas el. paštas donders.ru.nl
Maria J. Duarte RosaMax Planck/Computer Science - University College LondonPatvirtintas el. paštas alumni.ucl.ac.uk
Carlton CHUResearcher/Engineer at Google DeepMindPatvirtintas el. paštas google.com
Tim HahnUniversity of MünsterPatvirtintas el. paštas wwu.de
Owen O'DalyLecturer in Neuroimaging, King's College London's Institute of PsychiatryPatvirtintas el. paštas kcl.ac.uk
John AshburnerProfessor of Imaging Science, Wellcome Centre for Human Neuroimaging, UCL Institute ofPatvirtintas el. paštas ucl.ac.uk
Orla M. DoyleData Scientist, NovartisPatvirtintas el. paštas novartis.com
Jessica SchrouffDeepMindPatvirtintas el. paštas deepmind.com
Christophe PhillipsFRS-FNRS Research Director, University of LiègePatvirtintas el. paštas ulg.ac.be
Jonas RichiardiLausanne University Hospital and University of LausannePatvirtintas el. paštas chuv.ch
Matt HowardKing's College LondonPatvirtintas el. paštas kcl.ac.uk
John Shawe-TaylorUCLPatvirtintas el. paštas cs.ucl.ac.uk

Stebėti

Andre F Marquand

Professor of Computational Psychiatry, Donders Institute / Kings College London

Patvirtintas el. paštas kcl.ac.uk - Pagrindinis puslapis

Machine learning neuroimaging fMRI Gaussian Processes Pattern recognition


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
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	1175	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	732	2020
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	506	2016
PRoNTo: pattern recognition for neuroimaging toolbox J Schrouff, MJ Rosa, JM Rondina, AF Marquand, C Chu, J Ashburner, ... Neuroinformatics 11, 319-337, 2013	491	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	485	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	466	2010
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	411	2018
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	402	2008
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	338	2019
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	330	2017
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	330	2015
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	292	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	274	2010
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	270	2016
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	268	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	260	2016
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	238	2021
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	238	2011
Connectopic mapping with resting-state fMRI KV Haak, AF Marquand, CF Beckmann Neuroimage 170, 83-94, 2018	236	2018
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	201	2011

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