Predicting Posttraumatic Stress Disorder Risk: A Machine Learning Approach
نویسندگان
چکیده
منابع مشابه
Predicting high-risk behaviors in veterans with posttraumatic stress disorder.
The present study sought to identify posttraumatic stress disorder (PTSD) patients at high risk for negative behavioral outcomes (violence, suicide attempts, and substance use). The Mississippi Scale for Combat-Related PTSD, the Beck Depression Inventory, and demographic and behavioral data from 409 male combat veterans who completed a VA residential rehabilitation program for PTSD were analyze...
متن کاملPredicting posttraumatic stress disorder after childbirth.
OBJECTIVE around 50% of women report symptoms that indicate some aspect of their childbirth experience was 'traumatic', and at least 3.1% meet diagnosis for PTSD six months post partum. Here we aimed to conduct a prospective longitudinal study and examine predictors of birth-related trauma - predictors that included a range of pre-event factors - as a first step in the creation of a screening q...
متن کاملPredicting treatment response in posttraumatic stress disorder.
Submitted: December 22, 2014; accepted January 5, 2015. Corresponding author: Amit Etkin, MD, PhD, Department of Psychiatry and Behavioral Sciences, Stanford University, 401 Quarry Rd, MC: 5797, Stanford, CA 94305-5797 ([email protected]). J Clin Psychiatry 2015;76(8):e1035–e1036 dx.doi.org/10.4088/JCP.14com09752 © Copyright 2015 Physicians Postgraduate Press, Inc. P stress disorder (PTSD)...
متن کاملPosttraumatic stress disorder: neuroendocrine and pharmacotherapeutic approach.
Posttraumatic stress disorder (PTSD) is represented by the development of characteristic symptoms, that appear following direct/indirect exposure to a traumatic event in which physical harm was threatened, witnessed or experienced. PTSD can also occur after the unexpected death of a family member or close friend, following a serious harm or threat of death or injury to a loved one, or in case o...
متن کاملPredicting violence in veterans with posttraumatic stress disorder.
BACKGROUND/AIM Frequent expression of negative affects, hostility and violent behavior in individuals suffering from posttraumatic stress disorder (PTSD) were recognized long ago, and have been retrospectively well documented in war veterans with PTSD who were shown to have an elevated risk for violent behavior when compared to both veterans without PTSD and other psychiatric patients. The aim ...
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ژورنال
عنوان ژورنال: JMIR Mental Health
سال: 2019
ISSN: 2368-7959
DOI: 10.2196/13946