Dominic B Dwyer
Dominic B Dwyer
Research Fellow -- Orygen, University of Melbourne, and LMU Munich (Guest)
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Machine learning approaches for clinical psychology and psychiatry
DB Dwyer, P Falkai, N Koutsouleris
Annual review of clinical psychology 14, 91-118, 2018
Prediction models of functional outcomes for individuals in the clinical high-risk state for psychosis or with recent-onset depression: a multimodal, multisite machine learning …
N Koutsouleris, L Kambeitz-Ilankovic, S Ruhrmann, M Rosen, A Ruef, ...
JAMA psychiatry 75 (11), 1156-1172, 2018
The promise of machine learning in predicting treatment outcomes in psychiatry
AM Chekroud, J Bondar, J Delgadillo, G Doherty, A Wasil, M Fokkema, ...
World Psychiatry 20 (2), 154-170, 2021
Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning
GB Chand, DB Dwyer, G Erus, A Sotiras, E Varol, D Srinivasan, J Doshi, ...
Brain 143 (3), 1027-1038, 2020
Being liked activates primary reward and midline self‐related brain regions
CG Davey, NB Allen, BJ Harrison, DB Dwyer, M Yücel
Human brain mapping 31 (4), 660-668, 2010
Multimodal Machine Learning Workflows for Prediction of Psychosis in Patients With Clinical High-Risk Syndromes and Recent-Onset Depression
N Koutsouleris, DB Dwyer, F Degenhardt, C Maj, MF Urquijo-Castro, ...
JAMA psychiatry 78 (2), 195-209, 2021
Large-scale brain network dynamics supporting adolescent cognitive control
DB Dwyer, BJ Harrison, M Yücel, S Whittle, A Zalesky, C Pantelis, ...
Journal of Neuroscience 34 (42), 14096-14107, 2014
Aberrant functional whole-brain network architecture in patients with schizophrenia: a meta-analysis
J Kambeitz, L Kambeitz-Ilankovic, C Cabral, DB Dwyer, VD Calhoun, ...
Schizophrenia bulletin 42 (suppl_1), S13-S21, 2016
Brain subtyping enhances the neuroanatomical discrimination of schizophrenia
DB Dwyer, C Cabral, L Kambeitz-Ilankovic, R Sanfelici, J Kambeitz, ...
Schizophrenia bulletin 44 (5), 1060-1069, 2018
Classifying schizophrenia using multimodal multivariate pattern recognition analysis: evaluating the impact of individual clinical profiles on the neurodiagnostic performance
C Cabral, L Kambeitz-Ilankovic, J Kambeitz, VD Calhoun, DB Dwyer, ...
Schizophrenia bulletin 42 (suppl_1), S110-S117, 2016
Subthreshold attention-deficit/hyperactivity disorder is associated with functional impairments across domains: a comprehensive analysis in a large-scale community study
SB Hong, D Dwyer, JW Kim, EJ Park, MS Shin, BN Kim, HJ Yoo, IH Cho, ...
European child & adolescent psychiatry 23, 627-636, 2014
Predicting response to repetitive transcranial magnetic stimulation in patients with schizophrenia using structural magnetic resonance imaging: a multisite machine learning …
N Koutsouleris, T Wobrock, B Guse, B Langguth, M Landgrebe, ...
Schizophrenia bulletin 44 (5), 1021-1034, 2018
Translational machine learning for psychiatric neuroimaging
M Walter, S Alizadeh, H Jamalabadi, U Lueken, U Dannlowski, H Walter, ...
Progress in Neuro-Psychopharmacology and Biological Psychiatry 91, 113-121, 2019
A longitudinal study investigating sub-threshold symptoms and white matter changes in individuals with an ‘at risk mental state’(ARMS)
N Katagiri, C Pantelis, T Nemoto, A Zalesky, M Hori, K Shimoji, J Saito, ...
Schizophrenia research 162 (1-3), 7-13, 2015
Divergent effects of first-generation and second-generation antipsychotics on cortical thickness in first-episode psychosis
BRE Ansell, DB Dwyer, SJ Wood, E Bora, WJ Brewer, TM Proffitt, ...
Psychological Medicine 45 (3), 515-527, 2015
Individualized diagnostic and prognostic models for patients with psychosis risk syndromes: A meta-analytic view on the state of the art
R Sanfelici, DB Dwyer, LA Antonucci, N Koutsouleris
Biological psychiatry 88 (4), 349-360, 2020
An investigation of psychosis subgroups with prognostic validation and exploration of genetic underpinnings: the PsyCourse study
DB Dwyer, JL Kalman, M Budde, J Kambeitz, A Ruef, LA Antonucci, ...
JAMA psychiatry 77 (5), 523-533, 2020
Structural brain changes are associated with response of negative symptoms to prefrontal repetitive transcranial magnetic stimulation in patients with schizophrenia
A Hasan, T Wobrock, B Guse, B Langguth, M Landgrebe, P Eichhammer, ...
Molecular psychiatry 22 (6), 857-864, 2017
Inhibitory control in young adolescents: The role of sex, intelligence, and temperament.
M Yücel, A Fornito, G Youssef, D Dwyer, S Whittle, SJ Wood, DI Lubman, ...
Neuropsychology 26 (3), 347, 2012
Multi-scale semi-supervised clustering of brain images: deriving disease subtypes
J Wen, E Varol, A Sotiras, Z Yang, GB Chand, G Erus, H Shou, ...
Medical Image Analysis 75, 102304, 2022
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