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California Polytechnic State University, San Luis Obispo

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Blood Glucose Predictor, Jessica Patterson Dec 2019

Blood Glucose Predictor, Jessica Patterson

Electrical Engineering

For my senior project, I perform data analysis using statistical methods to determine body metrics that correlate with blood glucose levels. Working with Dr. Tina Smilkstein, I take repeat measurements from 6 different volunteers to establish trends in bodily metric data. The data taken includes weight, body fat, pulse rate, VO2, blood glucose, blood pressure, hours slept, and quality of sleep. Using these values, I use the program MiniTab to view results.

A few examples of correlations with blood glucose found in this project are:

  • Systolic blood pressure for females had a regression line of 124.0 -0.3366*Blood Pressure. This indicates …