Supervised machine learning: a brief primer T Jiang, JL Gradus, AJ Rosellini Behavior therapy 51 (5), 675-687, 2020 | 569 | 2020 |
Predicting suicides after psychiatric hospitalization in US Army soldiers: the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS) RC Kessler, CH Warner, C Ivany, MV Petukhova, S Rose, EJ Bromet, ... JAMA psychiatry 72 (1), 49-57, 2015 | 450 | 2015 |
How well can post‐traumatic stress disorder be predicted from pre‐trauma risk factors? An exploratory study in the WHO World Mental Health Surveys RC Kessler, S Rose, KC Koenen, EG Karam, PE Stang, DJ Stein, ... World Psychiatry 13 (3), 265-274, 2014 | 339 | 2014 |
The NEO Five-Factor Inventory: Latent structure and relationships with dimensions of anxiety and depressive disorders in a large clinical sample AJ Rosellini, TA Brown Assessment 18 (1), 27-38, 2011 | 299 | 2011 |
Testing a machine-learning algorithm to predict the persistence and severity of major depressive disorder from baseline self-reports RC Kessler, HM van Loo, KJ Wardenaar, RM Bossarte, LA Brenner, T Cai, ... Molecular psychiatry 21 (10), 1366-1371, 2016 | 266 | 2016 |
Developing a practical suicide risk prediction model for targeting high‐risk patients in the Veterans health Administration RC Kessler, I Hwang, CA Hoffmire, JF McCarthy, MV Petukhova, ... International journal of methods in psychiatric research 26 (3), e1575, 2017 | 184 | 2017 |
The direct and interactive effects of neuroticism and life stress on the severity and longitudinal course of depressive symptoms. TA Brown, AJ Rosellini Journal of abnormal psychology 120 (4), 844, 2011 | 177 | 2011 |
Using patient self-reports to study heterogeneity of treatment effects in major depressive disorder RC Kessler, HM van Loo, KJ Wardenaar, RM Bossarte, LA Brenner, ... Epidemiology and psychiatric sciences 26 (1), 22-36, 2017 | 173 | 2017 |
Predicting suicides after outpatient mental health visits in the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS) RC Kessler, MB Stein, MV Petukhova, P Bliese, RM Bossarte, EJ Bromet, ... Molecular psychiatry 22 (4), 544-551, 2017 | 172 | 2017 |
Mental disorder comorbidity and suicidal thoughts and behaviors in the world health organization world mental health surveys international college student initiative RP Auerbach, P Mortier, R Bruffaerts, J Alonso, C Benjet, P Cuijpers, ... International journal of methods in psychiatric research 28 (2), e1752, 2019 | 154 | 2019 |
Prediction of sex-specific suicide risk using machine learning and single-payer health care registry data from Denmark JL Gradus, AJ Rosellini, E Horváth-Puhó, AE Street, I Galatzer-Levy, ... JAMA psychiatry 77 (1), 25-34, 2020 | 128 | 2020 |
Childhood adversity, adult stress, and the risk of major depression or generalized anxiety disorder in US soldiers: a test of the stress sensitization hypothesis G Bandoli, L Campbell-Sills, RC Kessler, SG Heeringa, MK Nock, ... Psychological medicine 47 (13), 2379-2392, 2017 | 123 | 2017 |
Prevalence and correlates of suicidal behavior among new soldiers in the US Army: results from the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS) RJ Ursano, SG Heeringa, MB Stein, S Jain, R Raman, X Sun, WT Chiu, ... Depression and anxiety 32 (1), 3-12, 2015 | 108 | 2015 |
Sexual assault victimization and mental health treatment, suicide attempts, and career outcomes among women in the US Army AJ Rosellini, AE Street, RJ Ursano, WT Chiu, SG Heeringa, J Monahan, ... American Journal of Public Health 107 (5), 732-739, 2017 | 98 | 2017 |
Mental disorders, comorbidity, and pre‐enlistment suicidal behavior among new soldiers in the US Army: Results from the Army Study to Assess Risk and Resilience in … MK Nock, RJ Ursano, SG Heeringa, MB Stein, S Jain, R Raman, X Sun, ... Suicide and Life‐Threatening Behavior 45 (5), 588-599, 2015 | 94 | 2015 |
Lifetime prevalence of DSM‐IV mental disorders among new soldiers in the US Army: Results from the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS) AJ Rosellini, SG Heeringa, MB Stein, RJ Ursano, WT Chiu, LJ Colpe, ... Depression and Anxiety 32 (1), 13-24, 2015 | 88 | 2015 |
Predicting posttraumatic stress disorder following a natural disaster AJ Rosellini, F Dussaillant, JR Zubizarreta, RC Kessler, S Rose Journal of psychiatric research 96, 15-22, 2018 | 83 | 2018 |
Approximating a DSM‐5 diagnosis of PTSD using DSM‐IV criteria AJ Rosellini, MB Stein, LJ Colpe, SG Heeringa, MV Petukhova, ... Depression and anxiety 32 (7), 493-501, 2015 | 83 | 2015 |
A person-centered analysis of posttraumatic stress disorder symptoms following a natural disaster: Predictors of latent class membership AJ Rosellini, SF Coffey, M Tracy, S Galea Journal of Anxiety Disorders 28 (1), 16-24, 2014 | 70 | 2014 |
Understanding the elevated suicide risk of female soldiers during deployments AE Street, SE Gilman, AJ Rosellini, MB Stein, EJ Bromet, KL Cox, ... Psychological Medicine 45 (4), 717-726, 2015 | 69 | 2015 |