Bridging a translational gap: using machine learning to improve the prediction of PTSD

Quantitative forecasting of PTSD from early trauma responses: A Machine Learning application

(2014) Isaac R. Galatzer-Levy et al.   JOURNAL OF PSYCHIATRIC RESEARCH

Barriers to Receiving Early Care for PTSD: Results From the Jerusalem Trauma Outreach and Prevention Study

(2014) Arieh Y. Shalev et al.   PSYCHIATRIC SERVICES

Early PTSD Symptom Trajectories: Persistence, Recovery, and Response to Treatment: Results from the Jerusalem Trauma Outreach and Prevention Study (J-TOPS)

(2013) Isaac R. Galatzer-Levy et al.   PLoS One

Repetitive Traumatic Brain Injury, Psychological Symptoms, and Suicide Risk in a Clinical Sample of Deployed Military Personnel

(2013) Craig J. Bryan et al.   JAMA Psychiatry

Prevalence rate, predictors and long-term course of probable posttraumatic stress disorder after major trauma: a prospective cohort study

(2012) Juanita A Haagsma et al.   BMC Psychiatry

Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: A critical review

(2012) Graziella Orrù et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Higher FKBP5, COMT, CHRNA5, and CRHR1 allele burdens are associated with PTSD and interact with trauma exposure: implications for neuropsychiatric research and treatment

(2012) Joseph Boscarino et al.   Neuropsychiatric Disease and Treatment

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Prevention of Posttraumatic Stress Disorder by Early Treatment

(2011) Arieh Y. Shalev   ARCHIVES OF GENERAL PSYCHIATRY

Learning patient-specific predictive models from clinical data

(2010) Shyam Visweswaran et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Analysis and Computational Dissection of Molecular Signature Multiplicity

(2010) Alexander Statnikov et al.   PLoS Computational Biology

Association of FKBP5 Polymorphisms and Childhood Abuse With Risk of Posttraumatic Stress Disorder Symptoms in Adults

(2008) Elisabeth B. Binder   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION