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    Ordinal Regression over Time Series Data, with an Application to Classifying Patient Vital Sign Quality

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    Author
    Myers, Risa B
    Date
    2013-06-05
    Advisor
    Jermaine, Christopher M.
    Degree
    Master of Science
    Abstract
    This research is concerned with modeling the vital sign data that are present in many electronic health records. Such vital sign data are typically represented as a (possibly multidimensional) time series. My goal is to label these time series with one o
    Keyword
    Time series; Machine learning; Vital sign; Biomedical data; Bayesian statistics
    Citation
    Myers, Risa B. "Ordinal Regression over Time Series Data, with an Application to Classifying Patient Vital Sign Quality." (2013) Master’s Thesis, Rice University. http://hdl.handle.net/1911/77232.
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    Managed by the Digital Scholarship Services at Fondren Library, Rice University
    Physical Address: 6100 Main Street, Houston, Texas 77005
    Mailing Address: MS-44, P.O.BOX 1892, Houston, Texas 77251-1892