Jaime Lynn Speiser, M.Sc., Ph.D.
Title | Assistant Professor |
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Institution | Wake Forest School of Medicine |
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Department | Biostatistical Sciences Faculty |
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Address | |
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vCard | Download vCard |
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Bibliographic
Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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Karvellas CJ, Speiser JL, Tremblay M, Lee WM, Rose CF. REPLY. Hepatology. 2017 08; 66(2):670-671. PMID: 28370031.
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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.
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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.
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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).
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Koch, D; Speiser, J; Durkalski, V, et al. The natural history of severe acute liver injury. Am J Gastroenterol. 2017; 9(112):1389-1396.
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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.
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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.
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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.
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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.
This graph shows the total number of publications by year, by first, middle/unknown, or last author.
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Year | Publications |
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2014 | 2 | 2015 | 2 | 2017 | 6 | 2018 | 3 | 2019 | 6 |
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