• Author: Wen Hu
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Early prediction of Alzheimer's disease using longitudinal electronic health records of US military Veterans

Abstract: BACKGROUND: Early prediction of Alzheimer's disease is important for timely intervention and treatment. We examine whether machine learning on longitudinal electronic …

Predicting suicide death among Veterans after psychiatric hospitalization using transformer based models with social determinants and NLP

Abstract: Predictions of suicide death of patients discharged from psychiatric hospitals (PDPH) can guide intervention efforts including intensive post-discharge case management …

Association between PTSD and health-related social needs in US Veterans: An NLP analysis using Veterans Health Administration data

Abstract: Background: Post-traumatic stress disorder (PTSD) significantly impacts US Veterans' well-being by potentially exacerbating health-related social needs (HRSN). This study …