• Author: Esther L. Meerwijk
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Predictive accuracy of Natural Language Processing extracted 3-Step Theory of Suicide factor scores derived from Veterans' clinical progress notes

Abstract: OBJECTIVES: To compare predictive accuracy of 3-step theory of suicide (3ST) factor scores derived from natural language processing of Veterans Health Administration …

Evaluating the accuracy of the Veterans Health Administration's REACH VET suicide prediction model for legal involved Veterans

Abstract: The Veterans Health Administration's (VA) Recovery Engagement and Coordination for Health-Veterans Enhanced Treatment (REACH VET) suicide prevention program uses a model …

Retraining the Veterans Health Administration’s REACH VET suicide risk prediction model for patients involved in the legal system

Abstract: Although patients with criminal legal system involvement have among the highest rates of suicide, the model that identifies patients at high risk of suicide at the United …

Retraining the Veterans Health Administration’s REACH VET suicide risk prediction model for patients involved in the legal system

Abstract: Although patients with criminal legal system involvement have among the highest rates of suicide, the model that identifies patients at high risk of suicide at the United …

Computing 3-step theory of suicide factor scores from Veterans Health Administration clinical progress notes

Abstract: Background: Literature on how to translate information extracted from clinical progress notes into numeric scores for 3-step theory of suicide (3ST) factors is …

Development of a 3-step theory of suicide ontology to facilitate 3ST factor extraction from clinical progress notes

Abstract: OBJECTIVE: Suicide risk prediction algorithms at the Veterans Health Administration (VHA) do not include predictors based on the 3-Step Theory of suicide (3ST), which …

Dose of Exercise Therapy Among Active Duty Soldiers with Chronic Pain Is Associated with Lower Risk of Long-Term Adverse Outcomes After Linking to the Veterans Health Administration

Abstract: Research in soldiers who had been deployed to Iraq or Afghanistan suggests that nonpharmacological treatments may be protective against adverse outcomes. However, the …