| Cortical abnormalities in adults and adolescents with major depression based on brain scans from 20 cohorts worldwide in the ENIGMA Major Depressive Disorder Working Group L Schmaal, DP Hibar, PG Sämann, GB Hall, BT Baune, N Jahanshad, ... Molecular psychiatry 22 (6), 900-909, 2017 | 1138 | 2017 |
| Cortical abnormalities in bipolar disorder: an MRI analysis of 6503 individuals from the ENIGMA Bipolar Disorder Working Group DP Hibar, LT Westlye, NT Doan, N Jahanshad, JW Cheung, CRK Ching, ... Molecular psychiatry 23 (4), 932-942, 2018 | 742 | 2018 |
| The ENIGMA Consortium: large-scale collaborative analyses of neuroimaging and genetic data PM Thompson, JL Stein, SE Medland, DP Hibar, AA Vasquez, ... Brain imaging and behavior 8, 153-182, 2014 | 708 | 2014 |
| A review of feature reduction techniques in neuroimaging B Mwangi, TS Tian, JC Soares Neuroinformatics 12, 229-244, 2014 | 623 | 2014 |
| Subcortical volumetric abnormalities in bipolar disorder DP Hibar, LT Westlye, TGM van Erp, J Rasmussen, CD Leonardo, ... Molecular psychiatry 21 (12), 1710-1716, 2016 | 508 | 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 | 237 | 2021 |
| Areas of controversy in neuroprogression in bipolar disorder IC Passos, B Mwangi, E Vieta, M Berk, F Kapczinski Acta Psychiatrica Scandinavica 134 (2), 91-103, 2016 | 220 | 2016 |
| Multi-centre diagnostic classification of individual structural neuroimaging scans from patients with major depressive disorder B Mwangi, KP Ebmeier, K Matthews, JD Steele Brain 135 (5), 1508-1521, 2012 | 205 | 2012 |
| The insular cortex and the neuroanatomy of major depression R Sprengelmeyer, JD Steele, B Mwangi, P Kumar, D Christmas, M Milders, ... Journal of affective disorders, 2011 | 201 | 2011 |
| Identifying a clinical signature of suicidality among patients with mood disorders: A pilot study using a machine learning approach IC Passos, B Mwangi, B Cao, JE Hamilton, MJ Wu, XY Zhang, ... Journal of affective disorders 193, 109-116, 2016 | 194 | 2016 |
| Human subcortical brain asymmetries in 15,847 people worldwide reveal effects of age and sex T Guadalupe, SR Mathias, TGM Vanerp, CD Whelan, MP Zwiers, Y Abe, ... Brain imaging and behavior 11, 1497-1514, 2017 | 187 | 2017 |
| The impact of machine learning techniques in the study of bipolar disorder: a systematic review D Librenza-Garcia, BJ Kotzian, J Yang, B Mwangi, B Cao, LNP Lima, ... Neuroscience & Biobehavioral Reviews 80, 538-554, 2017 | 180 | 2017 |
| Hippocampal subfield volumes in mood disorders B Cao, IC Passos, B Mwangi, H Amaral-Silva, J Tannous, MJ Wu, ... Molecular psychiatry 22 (9), 1352-1358, 2017 | 179 | 2017 |
| Virtual histology of cortical thickness and shared neurobiology in 6 psychiatric disorders Y Patel, N Parker, J Shin, D Howard, L French, SI Thomopoulos, E Pozzi, ... JAMA psychiatry 78 (1), 47-63, 2021 | 158 | 2021 |
| Using structural MRI to identify bipolar disorders–13 site machine learning study in 3020 individuals from the ENIGMA Bipolar Disorders Working Group A Nunes, HG Schnack, CRK Ching, I Agartz, TN Akudjedu, M Alda, ... Molecular psychiatry 25 (9), 2130-2143, 2020 | 137 | 2020 |
| Brain structural abnormalities in obesity: relation to age, genetic risk, and common psychiatric disorders: evidence through univariate and multivariate mega-analysis including … N Opel, A Thalamuthu, Y Milaneschi, D Grotegerd, C Flint, R Leenings, ... Molecular psychiatry 26 (9), 4839-4852, 2021 | 133 | 2021 |
| Big data analytics and machine learning: 2015 and beyond IC Passos, B Mwangi, F Kapczinski The Lancet Psychiatry 3 (1), 13-15, 2016 | 130 | 2016 |
| Lifespan gyrification trajectories of human brain in healthy individuals and patients with major psychiatric disorders B Cao, B Mwangi, IC Passos, MJ Wu, Z Keser, GB Zunta-Soares, D Xu, ... Scientific Reports 7 (1), 511, 2017 | 128 | 2017 |
| Prediction of individual subject's age across the human lifespan using diffusion tensor imaging: a machine learning approach B Mwangi, KM Hasan, JC Soares Neuroimage 75, 58-67, 2013 | 125 | 2013 |
| Neuroprogression and illness trajectories in bipolar disorder NS Kapczinski, B Mwangi, RM Cassidy, D Librenza-Garcia, MB Bermudez, ... Expert review of neurotherapeutics 17 (3), 277-285, 2017 | 118 | 2017 |
Ives Cavalcante PassosDepartamento de Psiquiatria, Universidade Federal do Rio Grande do SulVerified email at hcpa.edu.br
