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Article
Open AccessPre-deployment risk factors for PTSD in active-duty personnel deployed to Afghanistan: a machine-learning approach for analyzing multivariate predictors
Active-duty Army personnel can be exposed to traumatic warzone events and are at increased risk for develo** post-traumatic stress disorder (PTSD) compared with the general population. PTSD is associated wit...
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Article
Open AccessEpigenetic biotypes of post-traumatic stress disorder in war-zone exposed veteran and active duty males
Post-traumatic stress disorder (PTSD) is a heterogeneous condition evidenced by the absence of objective physiological measurements applicable to all who meet the criteria for the disorder as well as divergent...
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Article
Open AccessMulti-omic biomarker identification and validation for diagnosing warzone-related post-traumatic stress disorder
Post-traumatic stress disorder (PTSD) impacts many veterans and active duty soldiers, but diagnosis can be problematic due to biases in self-disclosure of symptoms, stigma within military populations, and limi...
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Article
Open AccessPolygenic risk associated with post-traumatic stress disorder onset and severity
Post-traumatic stress disorder (PTSD) is a psychiatric illness with a highly polygenic architecture without large effect-size common single-nucleotide polymorphisms (SNPs). Thus, to capture a substantial porti...
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Article
Open AccessSparse feature selection for classification and prediction of metastasis in endometrial cancer
Metastasis via pelvic and/or para-aortic lymph nodes is a major risk factor for endometrial cancer. Lymph-node resection ameliorates risk but is associated with significant co-morbidities. Incidence in patient...
