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Benson Mwangi
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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
10192017
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
6882018
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
6682014
A review of feature reduction techniques in neuroimaging
B Mwangi, TS Tian, JC Soares
Neuroinformatics 12, 229-244, 2014
5742014
Subcortical volumetric abnormalities in bipolar disorder
DP Hibar, LT Westlye, TGM van Erp, J Rasmussen, CD Leonardo, ...
Molecular psychiatry 21 (12), 1710-1716, 2016
4902016
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
2142016
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
1972012
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
1912011
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
1892021
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
1792016
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
1732017
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
1722017
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
1702017
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
1302021
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
1282020
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
1222017
Big data analytics and machine learning: 2015 and beyond
IC Passos, B Mwangi, F Kapczinski
The Lancet Psychiatry 3 (1), 13-15, 2016
1222016
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
1212013
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
1092017
Brainstem abnormalities in attention deficit hyperactivity disorder support high accuracy individual diagnostic classification
BA Johnston, B Mwangi, K Matthews, D Coghill, K Konrad, JD Steele
Human brain mapping 35 (10), 5179-5189, 2014
1042014
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