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Last Name

Jaime Lynn Speiser, M.Sc., Ph.D.

TitleAssistant Professor
InstitutionWake Forest School of Medicine
DepartmentBiostatistical Sciences Faculty
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    Collapse Bibliographic 
    Collapse selected publications
    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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    1. Palakshappa D, Speiser JL, Rosenthal GE, Vitolins MZ. Food Insecurity Is Associated with an Increased Prevalence of Comorbid Medical Conditions in Obese Adults: NHANES 2007-2014. J Gen Intern Med. 2019 Aug; 34(8):1486-1493. PMID: 31161567.
      View in: PubMed
    2. Speiser JL, Karvellas CJ, Wolf BJ, Chung D, Koch DG, Durkalski VL. Predicting daily outcomes in acetaminophen-induced acute liver failure patients with machine learning techniques. Comput Methods Programs Biomed. 2019 Jul; 175:111-120. PMID: 31104700.
      View in: PubMed
    3. Speiser, J; Wolf, B; Chung, D; Karvellas, C; Koch, D; Durkalski, V. BiMM forest: A random forest method for modeling clustered and longitudinal binary outcomes. Chemom Intell Lab Syst. 2019; (185):122-134.
    4. Palakshappa, D; Speiser, J; Rosenthal, G; Vitolins, M. Food insecurity is associated with an increased risk of comorbid medical conditions in obese individuals. J Gen Intern Med. 2019; 1-8.
    5. Speiser, J; Karvellas, C; Wolf, B; Chung, D; Koch, D; Durkalski, V. Predicting daily outcomes in acetaminophen-induced acute liver failure patients with machine learning techniques. Comput Methods Programs Biomed. 2019; 1(175):111-120.
    6. Speiser, J; Miller, M; Tooze, J; Ip, E. A comparison of random forest variable selection methods for classification modeling. Expert Syst Appl. 2019; 134:93-101.
    7. Speiser JL, Karvellas CJ, Shumilak G, Sligl WI, Mirzanejad Y, Gurka D, Kumar A, Kumar A. Predicting in-hospital mortality in pneumonia-associated septic shock patients using a classification and regression tree: a nested cohort study. J Intensive Care. 2018; 6:66. PMID: 30349726.
      View in: PubMed
    8. Speiser, J; Wolf, B; Chung, D; Karvellas, C; Koch, D; Durkalski, V. BiMM tree: A decision tree method for modeling clustered and longitudinal binary outcomes. Commun Stat Simul Comput. 2018; 1-20.
    9. Speiser, J; Karvellas, C; Shumilak, G; Sligl, W; Mirzanejad, Y; Gurka, D; Kumar, A; Kumar, A. Predicting in-hospital mortality in pneumonia-associated septic shock patients using a classification and regression tree: A nested cohort study. J Intensive Care. 2018; 1(6):66-67.
    10. Karvellas CJ, Speiser JL, Tremblay M, Lee WM, Rose CF. The association between FABP7 serum levels with survival and neurological complications in acetaminophen-induced acute liver failure: a nested case-control study. Ann Intensive Care. 2017 Oct 05; 7(1):99. PMID: 28983815.
      View in: PubMed
    11. Karvellas CJ, Speiser JL, Tremblay M, Lee WM, Rose CF. REPLY. Hepatology. 2017 08; 66(2):670-671. PMID: 28370031.
      View in: PubMed
    12. O'Connell NS, Dai L, Jiang Y, Speiser JL, Ward R, Wei W, Carroll R, Gebregziabher M. Methods for Analysis of Pre-Post Data in Clinical Research: A Comparison of Five Common Methods. J Biom Biostat. 2017 Feb 24; 8(1):1-8. PMID: 30555734.
      View in: PubMed
    13. Karvellas CJ, Speiser JL, Tremblay M, Lee WM, Rose CF. Elevated FABP1 serum levels are associated with poorer survival in acetaminophen-induced acute liver failure. Hepatology. 2017 03; 65(3):938-949. PMID: 27859489.
      View in: PubMed
    14. O'Connell, N; Dai, L; Speiser, J; Ward, R; Wei, W; Carroll, R; Gebregziabher, G. Methods for analysis of pre-post data in clinical research: a comparison of five common methods. J Biom Biostat. 2017; 1(8).
    15. Koch, D; Speiser, J; Durkalski, V, et al. The natural history of severe acute liver injury. Am J Gastroenterol. 2017; 9(112):1389-1396.
    16. Kammerdiener LL, Speiser JL, Aquavella JV, Harissi-Dagher M, Dohlman CH, Chodosh J, Ciolino JB. Protective effect of soft contact lenses after Boston keratoprosthesis. Br J Ophthalmol. 2016 Apr; 100(4):549-52. PMID: 26276169.
      View in: PubMed
    17. Speiser JL, Lee WM, Karvellas CJ. Predicting outcome on admission and post-admission for acetaminophen-induced acute liver failure using classification and regression tree models. PLoS One. 2015; 10(4):e0122929. PMID: 25885260.
      View in: PubMed
    18. Leonard AP, Cameron RB, Speiser JL, Wolf BJ, Peterson YK, Schnellmann RG, Beeson CC, Rohrer B. Quantitative analysis of mitochondrial morphology and membrane potential in living cells using high-content imaging, machine learning, and morphological binning. Biochim Biophys Acta. 2015 Feb; 1853(2):348-60. PMID: 25447550.
      View in: PubMed
    19. Speiser JL, Durkalski VL, Lee WM. Random forest classification of etiologies for an orphan disease. Stat Med. 2015 Feb 28; 34(5):887-99. PMID: 25366667.
      View in: PubMed
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