Ordinal Regression over Time Series Data, with an Application to Classifying Patient Vital Sign Quality
Myers, Risa B
Jermaine, Christopher M.
Master of Science
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
Time series; Machine learning; Vital sign; Biomedical data; Bayesian statistics