• Author: Yunling Shi
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Design and pilot results from Million Veteran Program return of actionable genetic results (MVP-ROAR) study

Abstract: Background: As a mega-biobank linked to a national healthcare system, the Million Veteran Program (MVP) can directly improve the health care of participants. To determine …

Correlates of suicidal behaviors and genetic risk among United States Veterans with schizophrenia or bipolar I disorder

Abstract: Persons diagnosed with schizophrenia (SCZ) or bipolar I disorder (BPI) are at high risk for self-injurious behavior, suicidal ideation, and suicidal behaviors (SB). …

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 …

Development and utility of a clinical research informatics application for participant recruitment and workflow management for a return of results pilot trial in familial hypercholesterolemia in the Million Veteran Program

Abstract: OBJECTIVE: The development of clinical research informatics tools and workflow processes associated with re-engaging biobank participants has become necessary as genomic …