• Author: Michael A. Hauser
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High dimensional predictions of suicide risk in 4.2 million US Veterans using ensemble transfer learning

Abstract: We present an ensemble transfer learning method to predict suicide from Veterans Affairs (VA) electronic medical records (EMR). A diverse set of base models was trained …

Genome-wide DNA methylation analysis of cannabis use disorder in a Veteran cohort enriched for posttraumatic stress disorder

Abstract: Cannabis use has been increasing over the past decade, not only in the general US population, but particularly among military veterans. With this rise in use has come a …

Impact of traumatic life events and polygenic risk scores for major depression and posttraumatic stress disorder on Iraq/Afghanistan Veterans

Abstract: Traumatic experiences and genetic heritability are among the most widely acknowledged risk factors leading to the development of psychopathology; including posttraumatic …