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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