Zobrazeno 1 - 2
of 2
pro vyhledávání: '"Million Veteran Program Suicide Exemplar Work Group"'
Autor:
Sayera Dhaubhadel, Kumkum Ganguly, Ruy M. Ribeiro, Judith D. Cohn, James M. Hyman, Nicolas W. Hengartner, Beauty Kolade, Anna Singley, Tanmoy Bhattacharya, Patrick Finley, Drew Levin, Haedi Thelen, Kelly Cho, Lauren Costa, Yuk-Lam Ho, Amy C. Justice, John Pestian, Daniel Santel, Rafael Zamora-Resendiz, Silvia Crivelli, Suzanne Tamang, Susana Martins, Jodie Trafton, David W. Oslin, Jean C. Beckham, Nathan A. Kimbrel, Million Veteran Program Suicide Exemplar Work Group, Benjamin H. McMahon
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-19 (2024)
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 to predict a binary outcome constructed from reported suicide, suicide a
Externí odkaz:
https://doaj.org/article/f6fe8596f4ab4a77a81d71a70bf80892
Autor:
Destinee Morrow, Rafael Zamora-Resendiz, Jean C. Beckham, Nathan A. Kimbrel, David W. Oslin, Suzanne Tamang, Silvia Crivelli, Million Veteran Program Suicide Exemplar Work Group
The onset and persistence of life events (LE) such as housing instability, job instability, and reduced social connection have been shown to increase risk of suicide. Predictive models for suicide risk have low sensitivity to many of these factors du
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::773d81467e9e143e50db6d9162843e42
https://doi.org/10.31234/osf.io/qwbsd
https://doi.org/10.31234/osf.io/qwbsd
