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A systematic review of machine learning findings in PTSD and their relationships with theoretical models
Blekić, W., D’Hondt, F., Shalev, A. Y., & Schultebraucks, K.
2025
Nature Mental Health
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Passive sensing at scale to transform understanding of poor mental health
Doherty, A., Bucci, S., Kenny, A., Kotov, R., Lipinska, G., Ospina-Pinillos, L., & Schultebraucks, K.
2025
The Lancet Digital Health
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Large language models for the mental health community: framework for translating code to care.
Malgaroli, M., Schultebraucks, K., Myrick, K. J., Loch, A. A., Ospina-Pinillos, L., Choudhury, T., ... & Torous, J.
2025
The Lancet Digital Health
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The impact of preexisting psychiatric disorders and antidepressant use on COVID-19 related outcomes: a multicenter study
Schultebraucks, K., Blekić, W., Basaraba, C., Corbeil, T., Khan, Z., Henry, B. F., ... & Levin, F. R.
2023
Molecular Psychiatry
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Development and validation of a brief screener for posttraumatic stress disorder risk in emergency medical settings
Schultebraucks, K., Stevens, J. S., Michopoulos, V., Maples-Keller, J., Lyu, J., Smith, R. N., ... & Powers, A.
2023
General Hospital Psychiatry
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Stress response and experiential avoidance among firefighters: Preliminary insights from network analyses
Blekić, W., Taieb, S. B., Arachchige, K. G. K., Rossignol, M., & Schultebraucks, K.
2023
Journal of psychiatric research
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Validation and adaptation of the attentional control scale among a French-speaking population through factor and network analysis
Blekić, W., Bellaert, N., Rossignol, M., & Schultebraucks, K.
2023
Journal of Psychopathology and Behavioral Assessment
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Intranasal oxytocin administration impacts the acquisition and consolidation of traumaassociated memories: a double-blind randomized placebo-controlled experimental study in healthy women.
Schultebraucks, K., Maslahati, T., Wingenfeld, K., Hellmann-Regen, J., Kraft, J., Kownatzki, M., Behnia, B., Ripke, S., Otte, C., Roepke, S.
2023
Neuropsychopharmacology
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Assessment of early neurocognitive functioning increases the accuracy of predicting chronic PTSD risk
Schultebraucks, K., Ben-Zion, Z., Admon, R., Keynan, J. N., Liberzon, I., Hendler, T., & Shalev, A. Y.
2022
Molecular Psychiatry
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Discriminating heterogeneous trajectories of resilience and depression after major life stressors using polygenic scores
Schultebraucks, K., Choi, K. W., Galatzer-Levy, I. R., & Bonanno, G. A.
2021
JAMA psychiatry
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A Validated Predictive Algorithm of Posttraumatic Stress Course following Emergency Department Admission after a Traumatic Stressor
Schultebraucks K., Shalev A.Y., Michopoulos V., Grudzen C.R., Shin S., Stevens J.S., Maples-Keller J., Jovanovic T., Bonanno G., Rothbaum B.O., Marmar C.R., Nemeroff C.B., Ressler K.J., Galatzer-Levy I.R.
2020
Nature Medicine
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Pre-deployment risk factors for PTSD in active-duty personnel deployed to Afghanistan: a machine learning approach for analyzing multivariate predictors
Schultebraucks K., Qian M., Abu-Amara D., Dean K., Laska E., Siegel C., Gautam A., Guffanti G., Hammamieh R., Misganaw B., Mellon S., Wolkowitz O., Blessing E., Etkin A., Ressler K., Doyle III F., Jett M., Marmar C.
2020
Molecular Psychiatry
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Deep learning-based classification of posttraumatic stress disorder and depression following trauma utilizing visual and auditory markers of arousal and mood
Schultebraucks K., Yadav V., Shalev A.Y., Bonanno G.A., Galatzer-Levy I.R.
2020
Psychological Medicine