Works by Lupei, Monica

Results: 7
    1
    2

    NLP Methods for Extraction of Symptoms from Unstructured Data for Use in Prognostic COVID-19 Analytic Models.

    Published in:
    Journal of Artificial Intelligence Research, 2021, v. 72, p. 429, doi. 10.1613/jair.1.12631
    By:
    • Silverman, Greg M.;
    • Sahoo, Himanshu S.;
    • Ingraham, Nicholas E.;
    • Lupei, Monica;
    • Puskarich, Michael A.;
    • Usher, Michael;
    • Dries, James;
    • Finzel, Raymond L.;
    • Murray, Eric;
    • Sartori, John;
    • Simon, Gyorgy;
    • Rui Zhang;
    • Melton, Genevieve B.;
    • Tignanelli, Christopher J.;
    • Pakhomov, Serguei V. S.
    Publication type:
    Article
    3
    4
    5

    A 12-hospital prospective evaluation of a clinical decision support prognostic algorithm based on logistic regression as a form of machine learning to facilitate decision making for patients with suspected COVID-19.

    Published in:
    PLoS ONE, 2022, v. 17, n. 1, p. 1, doi. 10.1371/journal.pone.0262193
    By:
    • Lupei, Monica I.;
    • Li, Danni;
    • Ingraham, Nicholas E.;
    • Baum, Karyn D.;
    • Benson, Bradley;
    • Puskarich, Michael;
    • Milbrandt, David;
    • Melton, Genevieve B.;
    • Scheppmann, Daren;
    • Usher, Michael G.;
    • Tignanelli, Christopher J.
    Publication type:
    Article
    6

    Characterizing COVID-19 clinical phenotypes and associated comorbidities and complication profiles.

    Published in:
    PLoS ONE, 2021, v. 16, n. 3, p. 1, doi. 10.1371/journal.pone.0248956
    By:
    • Lusczek, Elizabeth R.;
    • Ingraham, Nicholas E.;
    • Karam, Basil S.;
    • Proper, Jennifer;
    • Siegel, Lianne;
    • Helgeson, Erika S.;
    • Lotfi-Emran, Sahar;
    • Zolfaghari, Emily J.;
    • Jones, Emma;
    • Usher, Michael G.;
    • Chipman, Jeffrey G.;
    • Dudley, R. Adams;
    • Benson, Bradley;
    • Melton, Genevieve B.;
    • Charles, Anthony;
    • Lupei, Monica I.;
    • Tignanelli, Christopher J.
    Publication type:
    Article
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