Browsing by Author "Ikuma, Laura"

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    • A benchmark study - How industrial engineering undergraduate programs are addressing healthcare needs 

      Mustaquim, Tasmia; Boudreaux, Paige; Nahmens, Isabelina; Harvey, Craig; Ikuma, Laura (Association for Industry, Engineering and Management Systems (AIEMS), 2019-12)
      While healthcare in the U.S. has made great strides at improvement, the delivery system still needs major changes, as evidenced by increasing costs (4-10% per year) and ongoing problems with patient safety. Healthcare ...

    • Predicting asthma patients' total cost using neural networks and linear regression 

      Nahmens, Isabelina; Ahmad, Amani; Gentimis, Thanos; Ikuma, Laura (Association for Industry, Engineering and Management Systems (AIEMS), 2022-12)
      In this paper, we analyze a population of asthma patients trying to predict the total cost of their treatment based on various demographic, clinical, and pharmacological data. We are comparing a neural network architecture ...