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Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults.
Afshar M, Adelaine S, Resnik F, Mundt MP, Long J, Leaf M, Ampian T, Wills GJ, Schnapp B, Chao M, Brown R, Joyce C, Sharma B, Dligach D, Burnside ES, Mahoney J, Churpek MM, Patterson BW, Liao F. Afshar M, et al. Among authors: dligach d. JMIR Med Inform. 2023 Apr 20;11:e44977. doi: 10.2196/44977. JMIR Med Inform. 2023. PMID: 37079367 Free PMC article.
Discovering body site and severity modifiers in clinical texts.
Dligach D, Bethard S, Becker L, Miller T, Savova GK. Dligach D, et al. J Am Med Inform Assoc. 2014 May-Jun;21(3):448-54. doi: 10.1136/amiajnl-2013-001766. Epub 2013 Oct 3. J Am Med Inform Assoc. 2014. PMID: 24091648 Free PMC article.
Multilayered temporal modeling for the clinical domain.
Lin C, Dligach D, Miller TA, Bethard S, Savova GK. Lin C, et al. Among authors: dligach d. J Am Med Inform Assoc. 2016 Mar;23(2):387-95. doi: 10.1093/jamia/ocv113. Epub 2015 Oct 31. J Am Med Inform Assoc. 2016. PMID: 26521301 Free PMC article.
Semi-supervised Learning for Phenotyping Tasks.
Dligach D, Miller T, Savova GK. Dligach D, et al. AMIA Annu Symp Proc. 2015 Nov 5;2015:502-11. eCollection 2015. AMIA Annu Symp Proc. 2015. PMID: 26958183 Free PMC article.
Alcohol Consumption and Aneurysmal Subarachnoid Hemorrhage.
Can A, Castro VM, Ozdemir YH, Dagen S, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R. Can A, et al. Among authors: dligach d. Transl Stroke Res. 2018 Feb;9(1):13-19. doi: 10.1007/s12975-017-0557-z. Epub 2017 Jul 27. Transl Stroke Res. 2018. PMID: 28752411
71 results