| Machine learning approaches for clinical psychology and psychiatry DB Dwyer, P Falkai, N Koutsouleris Annual review of clinical psychology 14, 91-118, 2018 | 876 | 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 | 357 | 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 | 343 | 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 | 228 | 2020 |
| 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 | 201 | 2021 |
| 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 | 195 | 2010 |
| 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 | 155 | 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 | 148 | 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 | 108 | 2018 |
| 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 | 101 | 2014 |
| 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 | 97 | 2016 |
| 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 | 82 | 2019 |
| 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 | 82 | 2018 |
| 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 | 73 | 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 | 69 | 2020 |
| 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 | 68 | 2015 |
| 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 | 59 | 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 | 58 | 2017 |
| 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 | 52 | 2022 |
| Sex matters: a multivariate pattern analysis of sex-and gender-related neuroanatomical differences in cis-and transgender individuals using structural magnetic resonance imaging P Baldinger-Melich, MF Urquijo Castro, R Seiger, A Ruef, DB Dwyer, ... Cerebral Cortex 30 (3), 1345-1356, 2020 | 50 | 2020 |
