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A case for developing domain-specific vocabularies for extracting suicide factors from healthcare notes.
J Psychiatr Res. 2022 Jul;151:328-338. doi: 10.1016/j.jpsychires.2022.04.009. Epub 2022 Apr 28.
J Psychiatr Res. 2022.
PMID: 35533516
Free article.
High dimensional predictions of suicide risk in 4.2 million US Veterans using ensemble transfer learning.
Dhaubhadel S, Ganguly K, Ribeiro RM, Cohn JD, Hyman JM, Hengartner NW, Kolade B, Singley A, Bhattacharya T, Finley P, Levin D, Thelen H, Cho K, Costa L, Ho YL, Justice AC, Pestian J, Santel D, Zamora-Resendiz R, Crivelli S, Tamang S, Martins S, Trafton J, Oslin DW, Beckham JC, Kimbrel NA; Million Veteran Program Suicide Exemplar Work Group; McMahon BH.
Dhaubhadel S, et al.
Sci Rep. 2024 Jan 20;14(1):1793. doi: 10.1038/s41598-024-51762-9.
Sci Rep. 2024.
PMID: 38245528
Free PMC article.
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Using electronic health record metadata to predict housing instability amongst veterans.
Zamora-Resendiz R, Oslin DW, Hooshyar D; Million Veteran Program Suicide Exemplar Work Group; Crivelli S.
Zamora-Resendiz R, et al.
Prev Med Rep. 2023 Nov 24;37:102505. doi: 10.1016/j.pmedr.2023.102505. eCollection 2024 Jan.
Prev Med Rep. 2023.
PMID: 38261912
Free PMC article.
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