Derivation and validation of risk prediction for posttraumatic stress symptoms following trauma exposure

Posttraumatic stress symptoms (PTSS) are common following traumatic stress exposure (TSE). Identification of individuals with PTSS risk in the early aftermath of TSE is important to enable targeted administration of preventive interventions. In this study, we used baseline survey data from two prosp...

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Veröffentlicht in:	Psychological medicine 2023-08, Vol.53 (11), p.4952-4961
Hauptverfasser:	Kim, Raphael, Lin, Tina, Pang, Gehao, Liu, Yufeng, Tungate, Andrew S., Hendry, Phyllis L., Kurz, Michael C., Peak, David A., Jones, Jeffrey, Rathlev, Niels K., Swor, Robert A., Domeier, Robert, Velilla, Marc-Anthony, Lewandowski, Christopher, Datner, Elizabeth, Pearson, Claire, Lee, David, Mitchell, Patricia M., McLean, Samuel A., Linnstaedt, Sarah D.
Format:	Artikel
Sprache:	eng
Schlagworte:	Cognitive ability Cohort analysis Datasets Derivation Emergency medical care Emergency services Enrollments Feature selection Learning Longitudinal studies Machine learning Mental health Original Article Pain Post traumatic stress disorder Prediction models Predictions Psychological problems Psychological trauma Race Reliability Sociodemographics Socioeconomic status Symptoms Trauma Vehicles
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