Publications

Mirea, D.-M., Hull, D.T., Nook, E.C. (in prep). Linguistic synchrony between clients and their therapists predicts alliance and treatment outcomes in large-scale digital psychotherapy.

Mirea, D.-M., Shin, Y.S., DuBrow, S., Niv, Y. (in prep). Individual differences in latent-cause inference map onto transdiagnostic dimensions of mental health.

Mirea, D.-M., Chandrasekhar, D., Niv., Y. (submitted). Stage 1 Registered Report: Social media reward sensitivity as a risk factor for depression. As part of the Instagram Data Access Pilot for Wellbeing Research organized by the Center for Open Science and Meta.

Mirea, D.-M., Nook, E.C., Niv, Y. (submitted). Cognitive modeling of real-world behavior for understanding mental health. Preprint: https://osf.io/preprints/psyarxiv/z6swk_v1.

Mirea, D.-M., Mildner, J.N., Kelley, S.W., Gillan, C.M., Nook, E.C.*, Niv, Y.* (submitted). Depression is associated with higher sensitivity to social media rewards. Preprint: https://osf.io/preprints/psyarxiv/4ynbc.

Coles, N.A., Perz, B., Behnke, M., Eichstaedt, J. C., …, Berwian, I. M., Chiu, J. C., Mirea, D.-M., Nook, E. C., Vartiainen, H. I., Whiting, C., et al. (submitted). Big team science reveals promises and limitations of machine learning efforts to model the physiological basis of affective experience. Preprint: https://osf.io/preprints/psyarxiv/j9gbx.

Rathje, S.*, Mirea, D.-M.*, Sucholutsky, I., Marjieh, R., Robertson, C., Van Bavel, J.J. (2024). GPT is an effective tool for multilingual psychological text analysis. Proceedings of the National Academy of Sciences, 121 (34), e2308950121.

Mirea, D.-M.*, Shin, Y.S.*, Dubrow, S., Niv, Y. (2024). The ubiquity of time in latent-cause inference. Journal of Cognitive Neuroscience, 36 (11): 2442–2454.

Mirea, D.-M., Martin-Key, N.A., Barton-Owen, G., Olmert, T. et al. (2021). The impact of an online psychiatric assessment on the mental health and wellbeing of participants presenting with depressive symptoms: longitudinal observational study. JMIR Mental Health, 8(2), e23813.

Martin-Key, N.A., Mirea, D.-M., Olmert, T., Cooper, J.D. et al. (2021). Towards an extended definition of major depressive disorder symptomatology: digital assessment and cross-validation study. JMIR Formative Research, 5(10):e27908.

Tomasik, J., Han, S.Y.S., Barton-Owen, G., Mirea, D.-M., Martin-Key, N.A., et al. (2021). A machine learning algorithm to differentiate bipolar disorder from major depressive disorder using an online mental health questionnaire and blood biomarker data. Translational Psychiatry, 11(1), 1-12.

Queiroz, R.M.L.*, Smith, T.*, Villanueva, E.*, Marti-Solano, M., Monti, M., Pizzinga, M., Mirea, D.-M., et al. (2019). Comprehensive identification of RNA–protein interactions in any organism using orthogonal organic phase separation (OOPS). Nature Biotechnology 37(2), 169-178.