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A Pattern Matching Algorithm For Self-Adjusting Basal Rates In Insulin Pump Systems, Lauren Smith May 2024

A Pattern Matching Algorithm For Self-Adjusting Basal Rates In Insulin Pump Systems, Lauren Smith

Doctoral Dissertations

In a Type 1 Diabetic, Insulin can be administered in a pump system. There are two types of insulin that must be given: basal and bolus. Basal insulin is a long-acting form of insulin that works in the background while fasting, while Bolus insulin is rapid/short acting given in response to food to immediately begin working to lower blood sugar.

Modeling in Diabetes can be represented by algorithmic approaches ranging from simple autoregressive models of the Continuous Glucose Monitor time series to multivariate nonlinear regression techniques of machine learning. Other examples of modeling in Diabetes include prediction models of hypoglycemia …


Spatial Epidemiology Of Prediabetes And Diabetes In Florida, Md Marufuzzaman Khan Aug 2023

Spatial Epidemiology Of Prediabetes And Diabetes In Florida, Md Marufuzzaman Khan

Doctoral Dissertations

The burden of diabetes and diabetes-related Emergency Department (ED) visits has increased in Florida. However, Diabetes Self-management Education (DSME) Program participation remained considerably low. Little is known about disparities of DSME participation, diabetes complications, and ED use by diabetes patients in Florida and yet this information is important for guiding health programs aimed at reducing diabetes burden. Therefore, the objectives of this study were to investigate: (a) disparities of diabetes prevalence and DSME participation; (b) disparities of diabetes-related ED visit risks; and (c) prevalence and predictors of stroke among persons with prediabetes and diabetes.

Behavioral Risk Factor Surveillance System and …


An Evidence-Based Approach To Determine The Feasibility And Sustainability Of A Support Group For Vulnerable Populations With Diabetes In A Free Health Clinic, Shawn Hillman Dec 2015

An Evidence-Based Approach To Determine The Feasibility And Sustainability Of A Support Group For Vulnerable Populations With Diabetes In A Free Health Clinic, Shawn Hillman

Doctoral Dissertations

Purpose: People living with diabetes require the appropriate resources, education, and support to avoid long-term complications. Vulnerable people with diabetes are often lacking these vital components, resulting in higher rates of complications, and decreased quality of life. A support group for diabetes in a free health clinic is an effective venue to provide these resources. This project determined the feasibility and factors leading to the potential for sustainability of a diabetes support group for a vulnerable population in West Michigan by implementing a pilot support group. Determinants of feasibility and sustainability were participant and professional feedback, perceptions of value and …


Effects Of Diabetes And Aging On Posture And Acceleration Thresholds During Lateral Translations, Samantha Jean Richerson Apr 2003

Effects Of Diabetes And Aging On Posture And Acceleration Thresholds During Lateral Translations, Samantha Jean Richerson

Doctoral Dissertations

Research objectives. One source of falls in the elderly may be an inability to sufficiently adjust to transient postural perturbations or slips. Identifying useful predictors of fall potential, as well as factors that affect the ability of an individual to detect a movement of the standing support surface may provide insight into postural stability and methods to increase stability in elders. To do this, acceleration thresholds to short, precise, lateral platform translations and the resultant psychophysical responses of adults with early Type 2 diabetes to age-matched controls and young adults were measured.

Methods. Using an innovative SLIP-FALLS platform, …