Selected Publications

Transdiagnostic risks and mechanisms (emotion regulation, personality, stress)

Slimovitch, R., Flesaker, M., Rosellini, A. J., & Gradus, J. L. (2025). Suicide loss and its impact on mortality, mental, physical, and social health outcomes: a systematic review of registry-based studies. Harvard Reviews Psychiatry, 34, 159-171. PubMed

Yamin, N., Brown, T. A., & Rosellini, A. J. (2023). Longitudinal associations of chronic health stress and COVID-19 related anxiety among outpatients with anxiety and mood disorders. Clinical Psychology & Psychotherapy, 30, 1020-1028. PubMed

Anderson, G. N., Tung, E. S., Brown, T. A., & Rosellini, A. J. (2021). Facets of emotion regulation and emotional disorder symptom dimensions: Differential associations and incremental validity in a large clinical sample. Behavior Therapy, 52, 917-931. PubMed

Brown, T.A., & Rosellini, A.J. (2011). The direct and interactive effects of neuroticism and life stress on the severity and longitudinal course of depressive symptoms. Journal of Abnormal Psychology, 120, 844-856.

Rosellini, A. J., Lawrence, A. E., Meyer, J. F., & Brown, T. A. (2010). The effects of extraverted temperament on agoraphobia in panic disorder. Journal of Abnormal Psychology, 119, 420-426. PubMed

Prediction

Rubenstein, E., Tewolde, S., Michals, A., Fortea, J., Pescador Jimenez, M., Skotko, B., Tripodis, Y., Weuve, J., & Rosellini, A. J. (2025). Novel predictors of Alzehimer Disease in Down Syndrome identified using machine learning. Journal of Alzheimer’s Disease, 108, 1166-1176. PubMed

Rosellini, A. J., Andrea, A. M., Galiano, C. S., Hwang, I., Brown, T. A., Luedtke, A., & Kessler, R. C. (2023). Developing transdiagnostic internalizing disorder prognostic indices for outpatient cognitive behavioral therapy. Behavior Therapy, 54, 461-475. PubMed

Gradus, J. L., Rosellini, A. J., Horváth-Puhó, E., Street, A. E., Galatzer-Levy, I., Jiang, T., Lash, T. L., & Sørensen, H. T. (2019). Prediction of sex-specific suicide risk using machine learning and single-payer health care registry data from Denmark. JAMA Psychiatry, 77, 25-34. PubMed

Rosellini, A. J., Liu, S., Anderson, G. N., Sbi, S., Tung, E., Knyazhanskaya, E. (2020). Developing algorithms to predict adult onset internalizing disorders: An ensemble learning approach. Journal of Psychiatric Research, 121, 189-196. PubMed

Jiang, T., Gradus, J. L., & Rosellini, A. J. (2020). Supervised machine learning: A brief primer. Behavior Therapy, 51, 675-687. PubMed

Rosellini, A. J., Dussaillant, F., Zubizarreta, J. R., Kessler, R. C., & Rose, S. (2018). Predicting posttraumatic stress disorder following a natural disaster. Journal of Psychiatric Research, 96, 15-22. PubMed; Media Coverage

Measurement/Classification 

Galiano, C. S., Andrea A. M., Tung, E. S., Brown, T. A., & Rosellini, A. J. (2024). Psychometric properties of the Distress Tolerance Scale in a clinical sample. Psychological Assessment, 36, 192-199. PubMed

Rosellini, A. J., & Brown, T. A. (2021). Developing and validating clinical questionnaires. Annual Review of Clinical Psychology, 17, 55-81. PubMed

Rosellini, A. J., & Brown, T. A. (2019). The Multidimensional Emotional Disorder Inventory (MEDI): Assessing transdiagnostic dimensions to validate a profile approach to emotional disorder classification. Psychological Assessment, 31, 59-72.  PubMed

Rosellini, A. J., & Brown, T. A. (2014). Initial interpretation and evaluation of a profile-based classification system for the anxiety and mood disorders: Incremental validity compared to DSM-IV categories. Psychological Assessment, 26, 1212-1224. PubMed