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Learning statistical models of phenotypes using noisy labeled training data.
Agarwal V, Podchiyska T, Banda JM, Goel V, Leung TI, Minty EP, Sweeney TE, Gyang E, Shah NH. Agarwal V, et al. Among authors: podchiyska t. J Am Med Inform Assoc. 2016 Nov;23(6):1166-1173. doi: 10.1093/jamia/ocw028. Epub 2016 May 12. J Am Med Inform Assoc. 2016. PMID: 27174893 Free PMC article.
Pharmacovigilance using clinical notes.
LePendu P, Iyer SV, Bauer-Mehren A, Harpaz R, Mortensen JM, Podchiyska T, Ferris TA, Shah NH. LePendu P, et al. Among authors: podchiyska t. Clin Pharmacol Ther. 2013 Jun;93(6):547-55. doi: 10.1038/clpt.2013.47. Epub 2013 Mar 4. Clin Pharmacol Ther. 2013. PMID: 23571773 Free PMC article.
Improving chronic kidney disease detection and treatment in the United States: the chronic kidney disease cascade of care (C3) study protocol.
Lamprea-Montealegre JA, Joshi P, Shapiro AS, Madden E, Navarra K, Potok OA, Gregg LP, Podchiyska T, Robinson A, Goldstein MK, Peralta CA, Jassal SK, Navaneethan SD, Rifkin DE, Wang V, Shlipak MG, Estrella MM. Lamprea-Montealegre JA, et al. Among authors: podchiyska t. BMC Nephrol. 2022 Oct 12;23(1):331. doi: 10.1186/s12882-022-02943-z. BMC Nephrol. 2022. PMID: 36224528 Free PMC article.
Effect of opioid prescribing guidelines in primary care.
Chen JH, Hom J, Richman I, Asch SM, Podchiyska T, Johansen NA. Chen JH, et al. Among authors: podchiyska t. Medicine (Baltimore). 2016 Aug;95(35):e4760. doi: 10.1097/MD.0000000000004760. Medicine (Baltimore). 2016. PMID: 27583928 Free PMC article.
Discretization of continuous features in clinical datasets.
Maslove DM, Podchiyska T, Lowe HJ. Maslove DM, et al. Among authors: podchiyska t. J Am Med Inform Assoc. 2013 May 1;20(3):544-53. doi: 10.1136/amiajnl-2012-000929. Epub 2012 Oct 11. J Am Med Inform Assoc. 2013. PMID: 23059731 Free PMC article.
13 results