2D fetal echocardiography (ECHO) can be used for monitoring heart development in utero. This study’s purpose is to empirically model normal fetal heart growth and function changes during development by ECHO and compare these to fetuses diagnosed with and without cardiomyopathy with diabetic mothers. There are existing mathematical models describing fetal heart development but they warrant revalidation and adjustment. 377 normal fetuses with healthy mothers, 98 normal fetuses with diabetic mothers, and 37 fetuses with cardiomyopathy and diabetic mothers had their cardiac structural dimensions, cardiothoracic ratio, valve flow velocities, and heart rates measured by fetal ECHO in a retrospective chart review. Cardiac features were fitted to linear functions, with respect to gestational age, femur length, head circumference, and biparietal diameter and z-scores were created to model normal fetal growth for all parameters. These z-scores were used to assess what metrics had no difference in means between the normal fetuses of both healthy and diabetic mothers but differed from those diagnosed with cardiomyopathy. It was found that functional metrics like mitral and tricuspid E wave and pulmonary velocity could be important predictors for cardiomyopathy when fitted by gestational age, femur length, head circumference, and biparietal diameter. Additionally, aortic and tricuspid annulus diameters when fitted to estimated gestational age showed potential to be predictors for fetal cardiomyopathy. While the metrics overlapped over their full range, combining them together may have the potential for predicting cardiomyopathy in utero. Future directions of this study will explore creating a classifier model that can predict cardiomyopathy using the metrics assessed in this study.

2D fetal echocardiography (ECHO) can be used for monitoring heart development in utero. This study’s purpose is to empirically model normal fetal heart growth and function changes during development by ECHO and compare these to fetuses diagnosed with and without cardiomyopathy with diabetic mothers. There are existing mathematical models describing fetal heart development but they warrant revalidation and adjustment. 377 normal fetuses with healthy mothers, 98 normal fetuses with diabetic mothers, and 37 fetuses with cardiomyopathy and diabetic mothers had their cardiac structural dimensions, cardiothoracic ratio, valve flow velocities, and heart rates measured by fetal ECHO in a retrospective chart review. Cardiac features were fitted to linear functions, with respect to gestational age, femur length, head circumference, and biparietal diameter and z-scores were created to model normal fetal growth for all parameters. These z-scores were used to assess what metrics had no difference in means between the normal fetuses of both healthy and diabetic mothers, but differed from those diagnosed with cardiomyopathy. It was found that functional metrics like mitral and tricuspid E wave and pulmonary velocity could be important predictors for cardiomyopathy when fitted by gestational age, femur length, head circumference, and biparietal diameter. Additionally, aortic and tricuspid annulus diameters when fitted to estimated gestational age showed potential to be predictors for fetal cardiomyopathy. While the metrics overlapped over their full range, combining them together may have the potential for predicting cardiomyopathy in utero. Future directions of this study will explore creating a classifier model that can predict cardiomyopathy using the metrics assessed in this study.

The history of Arizona is filled with ambitious pioneers, courageous Natives, and loyal<br/>soldiers, but there is a seeming disconnect between those who came before us and many of those<br/>who currently inhabit this space. Many historic locations that are vital to discovering the past in<br/>Arizona are both hard to find and lacking in information pertaining to what happened there.<br/>However, despite the apparent lack of history and knowledge pertaining to these locations, they<br/>are vitally present in the public memory of the region, and we wish to shed some much-needed<br/>light on a few of these locations and the historical takeaways that can be gleaned from their<br/>study. This thesis argues the significance of three concepts: place-making, public memory, and<br/>stories. Place-making is the reinvention of history in the theater of mind which creates a<br/>plausible reality of the past through what is known in the present. Public memory is a way to<br/>explain how events in a location affect the public consciousness regarding that site and further<br/>events that stem from it. Lastly, stories about a place and event help to explain its overall impact<br/>and what can be learned from the occurrences there. Throughout this thesis we will be discussing<br/>seven sites across Arizona, the events that occurred there, and how these three aspects of study<br/>can be used to experience history in a personal way that gives us a special perspective on the<br/>land around us. The importance of personalizing history lies in finding our own identity as<br/>inhabitants of this land we call home and knowing the stories gives us greater attachment to the<br/>larger narrative of humanity as it has existed in this space.

The privatization of prisons within Arizona has been a hot button issue and needs to be further analyzed to determine their benefits and expenses. To begin this investigation into the effectiveness of private prisons within Arizona and possible steps that need to be taken for its rehabilitation certain definitions and prior research need to be understood. Following this explanation, areas such as costs analysis across different types of prisons, liability rates across differing types of prison guards, and the differing psychology of different types of prisons can be examined to gain an overall assessment of the current performance of privatized prisons within Arizona. After this in-depth analysis of the current private prison system within Arizona, the flaws of the system will become abundantly clear and the solutions that should be implemented to alleviate these problems will be discussed.