Digital Commons Network^™

Integrative Multi-Omics And Clinical Data Analysis For Predicting Recurrence And Survival In Uterine Cancer, Varun Sai Raigir

USF Tampa Graduate Theses and Dissertations

The prediction of uterine cancer recurrence is very important for assisting women in reducing the cancer risks and also for the growing field of personalized medicine. The primary aim of this thesis is to investigate the integration of various omics data alongside clinical and therapeutic information to predict survival in uterine cancer. The combination is very important for understanding the risk factors, including clinical aspects, genetics, and the treatment schedule, in order to prescribe the appropriate way to reduce the risk of recurrence, make clinical interactions easier, and enhance personalized patient care. This study utilizes the publicly accessible TCGA dataset, …

Essays On Policy Initiatives For Equitable And Fair Distribution Of Benefits Of Information Technology, Roohid Ahmed Syed

USF Tampa Graduate Theses and Dissertations

The impact of Information technology on human lives is beyond measure. Information technology has become so integral to our human lives that we can no longer undermine its societal impact. While there is ample evidence for the societal gains from digital technologies, there is evidence for the inequitable distribution of such gains across society. For example, accelerated digitization of economy has left the digital haven-nots with limited access to education, health care and employment opportunities further deepening the already existing social inequities. Furthermore, increasing implementation of algorithms has created the problem of algorithmic bias across multiple domains including hiring. Though …

Automated Data Analysis For Concussion Patient Records: A Flutter-Based Desktop Application, Fhaheem Tadamarry

USF Tampa Graduate Theses and Dissertations

Concussions are a prevalent and complex medical condition requiring careful clinical assessment and data-driven insights for effective management. This thesis presents the development of an automated data analysis system for concussion patient records, integrating Flutter-based desktop application development with SQL-driven data processing. The system provides a streamlined, interactive interface for clincians and researchers to upload, visualize, and analyze patient data efficiently.

The proposed solution automates data cleaning, preprocessing, and statistical analysis, ensuring robust and reliable insights into demographic, clinical, and recovery-related factors. Key analyses include sex-based differences injury mechanisms, prior head injury impact, mood disorder correlations, and time-to-treatment variations. The …

Multimodal Ai-Driven Biomarker For Early Detection Of Cancer Cachexia, Sabeen Ahmed

USF Tampa Graduate Theses and Dissertations

Cancer cachexia is a metabolic syndrome characterized by substantial skeletal muscle loss, impacting cancer patients' survival and quality of life. Despite its clinical significance, early detection remains a challenge due to the lack of standardized diagnostic criteria and the reliance on indirect markers. This work presents an AI-driven approach to enhance cachexia detection and monitoring by integrating multiple deep learning methodologies. We explore transformer architectures for time-series analysis to model sequential medical data, enabling disease prediction and progression modeling. To ensure robust and reliable decision-making in clinical settings, we explore Bayesian deep neural networks for uncertainty estimation. Additionally, we introduce …

Enhancing Ai Reliability: Probabilistic Inference And Neural Optimization, Behnam Zeinali Rizi

USF Tampa Graduate Theses and Dissertations

Deep neural networks have recently shown better performance than traditional machine learning algorithms in various applications such as computer vision, natural language processing, indoor navigation, and biomedical signal/bio-informatics data processing tasks. However, some main challenges still exist when harnessing these models for different applications. The first challenge is the performance of these methodologies for some specific types of data, such as Biomedical images, IMU measurements, and even bioinformatics data, such as genome expression. Moreover, deploying these models on mobile and IoT devices is computationally challenging. Most devices use cloud computing, where powerful deep-learning models analyze the data on a server. …

Textbook Content Analysis For Statistical Content Standards For 8th-Grade Math: Commercial Publishers, Curriculum Software Supplement, And An Open Educational Resource, Matthew M. O'Brien

USF Tampa Graduate Theses and Dissertations

This dissertation examined the vertical and horizontal content analysis of statistical content within current 8th-grade mathematics instructional materials to determine the extent to which students are provided with opportunity to learn high cognitive instances and the usage of the four phases of statistical problem-solving across two commercial publishers, one open educational resource, and one curriculum software supplement. All previous analyses of statistics education content textbooks have only examined textbooks from commercial publishers or those published by national governments. The horizontal content textbook analysis investigated the textbook's background information and overall structure. The vertical content textbook analysis examined the cognitive level …

Pedagogy, Technology Acceptance, And Technological Pedagogical Content Knowledge Among Nursing Faculty, Rachel Ross

USF Tampa Graduate Theses and Dissertations

Integrating pedagogical and technological knowledge among faculty is crucial, especially within Florida state colleges’ Nursing (ADN) programs. I explored the impact of three decades of technological advancements on faculty's ability to incorporate technology into their teaching methods using a qualitative, exploratory design; I conducted semi-structured interviews via Microsoft Teams. The analysis of faculty perceptions, experiences, and challenges reveals a significant gap in pedagogical knowledge despite strong subject matter expertise, indicating underdeveloped instructional strategies and learner-centered pedagogies. Additionally, participants exhibited a diverse understanding of the Technological Pedagogical Content Knowledge (TPACK) framework, highlighting difficulties in effectively integrating technology, pedagogy, and content knowledge. …

Examining Within- And Cross-Language Relationships And Quantitative Methods In Spanish-English Dual Language Learners' School Readiness Skills, Shaunacy R. Sutter

USF Tampa Graduate Theses and Dissertations

The aims of this three paper dissertation are as follows: First, to examine the cross-domain associations between school readiness skills, including oral language, literacy, and math skills, within and across languages in Spanish-English speaking DLLs in PreK. Second, to explore the cross-domain associations between oral language, literacy, and mathematics skills at varying levels of literacy and math achievement. Finally, to review the quantitative methods used in research on school readiness skills and the home and classroom contextual factors that support these skills for Spanish-English speaking DLLs in the United States over the past decade. Spanish-English speaking DLLs enter early childhood …

Relationship Between Motivation, Requesting Accommodations, Rapport, And Adequate Progress In College Students With Disabilities During The Covid-19 Pandemic, Harold Holmes

USF Tampa Graduate Theses and Dissertations

College students with disabilities often face challenges including difficulty accessing accommodations and developing satisfactory rapport with instructors when navigating their college experience. These challenges can negatively impact their academic progress and their ability to complete their programs of study. The first purpose of this study was to describe the levels of self-efficacy, perceived control, willingness to request accommodations, instructor- student rapport, and adequate progress towards a degree among college students with disabilities. The second purpose was to determine any relationships between these variables. Undergraduate students with disabilities at a public university in the southeast region of the United States completed …

The Prideful Ass: Using Augustine's Neoplatonic Theory Of Sin To Investigate Curiosity In Apuleius' Golden Ass, Danielle E. Booth

USF Tampa Graduate Theses and Dissertations

Ancient discourse about the beneficial yet predominantly dangerous role of curiosity inattaining knowledge was prevalent in the Roman Empire around the 2nd century C.E. when the North African author, Apuleius, composed his Latin novel, the Golden Ass. Although there is no shortage of modern scholarship that focuses on how Apuleius dramatizes obsessive intrigue by means of his protagonist, Lucius, contemporary publications seldom reorient the discussion to consider how unclear he is about the unstated source of curiosity, as I do in the following thesis. Approaching this topic through the context of ancient Neoplatonism, I argue Augustine of Hippo – a …

Awful, Yet Awe-Full: The Sublime Dystopia Of Blade Runner 2049, Charles E. Butt

USF Tampa Graduate Theses and Dissertations

Blockbuster dystopian sci-fi features stories of environmental collapse, authoritarian governments, out of control corporations, unbounded consumerism, and other awful possibilities. Scholars of science fiction broadly agree that this genre explores collective fears, anxieties, and speculations about the present and future. At the same time, film scholars have established that dystopian sci-fi cinema is compelling, and audiences respond to their effects-driven visuals, photorealistic mise-en-scene, and dramatic narratives. This creates an apparent paradox: Blockbuster cinematic aesthetics portray undesirable worlds desirably. I resolve this paradox by arguing that the worldbuilding of spectacle-driven, dystopian sci-fi cinema is Romanticized. That is, the provocative style of …

Incorporating Data Mining Techniques In Inverse Propensity Score Weighting With A Latent Class Exposure: An Application To The Nsse Data, Siyu Liu

USF Tampa Graduate Theses and Dissertations

College graduation is a key goal for both students and institutions, yet increasing rates of four-year graduation has proven challenging. An initiative that has been implemented focuses on enhancing student participation both in the classroom and across the broader academic setting. The National Survey of Student Engagement (NSSE) has been used by many institutions worldwide as a tool to evaluate student engagement through self-reported data. Research indicates that NSSE is linked to students’ academic success, such as better course grades, retention, and timely graduation. However, the existing relationships have been opaque and even contradictory. This study employs a newly developed …

Finding Solutions To Missed Appointments And Leveraging Virtual Technology In The Healthcare Setting, Adam R. Brown

USF Tampa Graduate Theses and Dissertations

The healthcare community faces numerous challenges concerning patients and their ability to attend appointments as scheduled. Reports indicate that annually, between 23% and 34% of appointments are missed. This challenge creates a cascading effect of wasted time, resources, and valuable appointment slots in an already strained environment. The investigation of this phenomenon is not new and has been extensively researched in the operations management literature. While numerous solutions have been proposed over the past decade, there remains a need to continually advance this research. Beyond merely recognizing missed appointments and potential modalities to alleviate this issue within the care framework, …

Murine Studies On Ketogenic Modulation Of Metabolism And Epigenetics In Olfaction- Based Learning, Lps Inflammatory Response, And Sex Dimorphisms In Dietary Response, Sara E. H. Moss

USF Tampa Graduate Theses and Dissertations

Ketogenic diets are well-established therapeutic interventions for epilepsy, with documented neuroprotective effects arising from their metabolic, antioxidant and anti-inflammatory properties. Beyond epilepsy, ketogenic therapies are under investigation for various conditions including Alzheimer disease, cancer, diabetes, and cardiovascular disease. These diets suppress insulin levels and shift metabolic physiology toward fat and ketone body metabolism. This elevates circulating levels of ketone bodies, namely beta-hydroxybutyrate, acetoacetate, and acetone, which serve as both energy substrates and signaling molecules. The state of elevated ketone bodies (ketosis) can be achieved with various formulations of a ketogenic diet as well as exogenous ketone supplementation, though the signaling …

Telecollaboration As An Approach To Facilitating Intercultural Communicative Competence And Exposure To Arabic Dialects In Arabic As Foreign Language Classrooms In The Us: Exploring Teachers’ Perspectives And Practices, Reham Abuemira

USF Tampa Graduate Theses and Dissertations

The literature on foreign language education shows an increasing interest in incorporating intercultural communicative competence in the foreign language curriculum. However, making intercultural communicative competence an active component in Arabic as a foreign language curriculum in the United States has been overshadowed by a heavy emphasis placed on developing learners’ grammatical competence instead. Intercultural communicative competence has been proven to help language learners develop an awareness of their own culture and other cultures, an appreciation for both the target language and culture, and a set of necessary skills that allow them to communicate effectively and appropriately with others. Intercultural communicative …

Navigating The College-To-Career Transition: Social Capital And Career Readiness Of First-Generation College Students Participating In The Professional Skills Mentoring Program, Olivia T. Davis

USF Tampa Graduate Theses and Dissertations

This study investigates how first-generation college (FGC) students utilize social capital to navigate the challenging transition from college to career, addressing a critical gap in the literature given the increasing emphasis on post-graduation employment and the unique obstacles these students face. FGC students often lack the same access to professional networks and career resources as their peers, highlighting the need for targeted support programs. This research explores the impact of the Professional Skills Mentoring Program (PSMP) on FGC student career readiness.

Drawing on Yosso's (2005) Community Cultural Wealth framework, this qualitative case study examines how FGC students leverage their diverse …

Context And Interpretability In Affective Computing Applications, Saandeep Aathreya Sidhapur Lakshminarayan

USF Tampa Graduate Theses and Dissertations

Affective Computing (AC) is a subdomain of AI that primarily deals with recognizing and interpreting human emotions. This field inherently intersects with psychological studies, as the comprehension of human emotions and behaviors necessitates an understanding of their underlying cognitive processes. One such concepts that lends itself from psychology is context. Roughly speaking, context in AC is defined as any meta information (e.g., environment) that can be utilized to describe the interaction between a user and a model to solve a particular application (e.g., emotion recognition). This doctoral dissertation comprises of two distinct yet interconnected components (Part I and II), the …

Barriers To Engagement Of Care For Patients Presenting With Comorbid Human Immunodeficiency Virus (Hiv) And Major Depression Or Anxiety Disorder Diagnoses, Rachel C. V. Kingsley

USF Tampa Graduate Theses and Dissertations

Despite significant global advancements in HIV care, engagement in continuous HIV care remains a challenge, particularly for individuals living with comorbid HIV and mental health disorders. This dissertation examines the barriers to continuous HIV care for those individuals living with comorbid HIV and depression and/or anxiety in the Tampa Bay area. This dissertation argues that dual health challenges are dually challenging. This study highlights how structural vulnerabilities, how feelings of inclusion and exclusion impact engagement in care, and socioeconomic challenges intersect to shape patient experiences and impact adherence to treatment. Drawing on critical medical anthropology, structural violence, embodied belonging, and …

Mindfulness In Action: A Critical Reflective Self-Study Exploring Mindfulness, Goal Attainment, And The Adult Learning And Development Experience, Michelle Yvette Catlin

USF Tampa Graduate Theses and Dissertations

Through a Critical Reflective Self-Study, this dissertation explores adult learning and development with a focus on the psychological construct of mindfulness and its role in goal attainment. The self-study places me as the subject and centers on my reflections, insights, and lessons learned through my doctoral professional development journey at a large public research university. My experience began with a research focus on mindfulness and mindfulness training for cognitive performance and adult learning and development, and later in my doctoral program, I gained further insight into the facilitation of goal attainment when I studied, practiced, and worked in university student …

A Life Course Approach To Understanding Preserved Cognition In Late Life, Cassidy E. Doyle

USF Tampa Graduate Theses and Dissertations

Some level of cognitive decline is generally expected with advanced age. However, a subgroup of individuals – commonly labeled as ‘SuperAgers’ – maintain youthful memory abilities into their 80s and beyond. Relatively little is known about factors across the life course related to this phenotype. This dissertation used population-based data from the Health and Retirement Study (HRS) to investigate lifestyle factors related to the most youthful cognitive trajectory in the United States and assess how their cognition fares over time. Three research questions were addressed: (1) Can samples of youthful cognitive agers be identified longitudinally in a population-based dataset? (2) …

Comprehensive Sensing Analysis Of Ofdm Waveform For Future Jrc And Radar Systems, Mehmet Yazgan

USF Tampa Graduate Theses and Dissertations

In today’s interconnected world, sensing is one of the indispensable parts of wireless systems.The need to optimize and diversify the use of the radio frequency spectrum has reached unprecedented importance. Cutting-edge applications, including autonomous technologies, intelligent urban systems, and advanced monitoring, require solutions that can effectively merge communication and sensing functions within limited bandwidth. Orthogonal frequency division multiplexing (OFDM) has emerged as a leading contender in this field due to its superior ability to maximize spectral usage, resilience to multipath interference, and versatile signal configuration options. Reconsidering the use of the OFDM waveform for sensing purposes is undeniably essential due …

Fractional Calculus Approach For Learning Unknown Dynamic System, Haowei(Alice) Chen

USF Tampa Graduate Theses and Dissertations

The rapidly growing interest in data-driven modeling and fractional-order systems highlights a keychallenge in modern science and engineering: capturing long-memory effects and nonlinear behaviors in real-world dynamical processes. Conventional integer-order methods, while powerful, often overlook the history-dependent nature of many phenomena—ranging from viscoelastic materials to anomalous diffusion and hereditary feedback systems. This dissertation addresses that gap by blending fractional calculus with cutting-edge machine learning to create robust, memory-aware modeling and control frameworks.

Beginning with an extension of Dynamic Mode Decomposition (DMD) to fractional-order systems, we introduce Fractional Dynamic Mode Decomposition (F-DMD) as a data-driven tool that leverages Mittag- Leffler functions …

“I Learned A Lot Of Things That I Felt Already In My Heart”: Fatherhood Meanings And Dilemmas In Residential Treatment, Jared V. Worwood

USF Tampa Graduate Theses and Dissertations

Wanting to maintain or create a connection with their child, fathers in residential treatment face challenges as they navigate physical separation, restricted interaction, and substance use stigma. However, parenting services that help fathers navigate these parenting challenges in residential programs are few and rarely studied. Working alongside a local parenting non-profit, Champions for Children, this dissertation evaluated a visitation playgroup for fathers in residential treatment and their children while also seeking theoretical insight into how fathers make meaning of fatherhood during residential treatment. A study design informed by engaged communication scholarship and the phronetic, iterative approach is used to collect …

Beyond Political Democracy And Plebiscitary Citizenship: Accounting For New Modes Of Participation And Citizenry In Saudi Arabia, Shumaila Fatima

USF Tampa Graduate Theses and Dissertations

This dissertation addresses the global need to understand the evolving state-society relationship in a developmental state. The reforms in Saudi Arabia are widely gaining attention for abandoning the country’s longstanding illiberal practices. Yet, the state remains conventionally conservative in numerous ways for citizen and non-citizen populations. The dissertation employs a combination of qualitative and quantitative methods and a set of conceptual frameworks to analyze what the reforms indicate about the concepts of democracy and citizenship. The dissertation is divided into three journal-style articles. The first article of the dissertation analyzes three reforms to find implicit or explicit evidence of rights …

Development And Initial Validation Of The Increasing Mathematical Processes Opportunities For Vital Engagement Instrument, Joseph A. Ours

USF Tampa Graduate Theses and Dissertations

Many undergraduate students struggle to learn college level mathematics. This may be because they have not developed their mathematical processes. Mathematical processes are the habits of mind of successful mathematicians and are how one learns and subsequently applies mathematics content. Five categories of mathematical processes are problem solving, reasoning and proof, communication, connections, and representation.

Students need opportunities to develop their mathematical processes. This is the foundation of high quality mathematics instruction. Many instructors, however, lack practical knowledge on how to enact a pedagogy that provides students with opportunities to engage in mathematical processes.

The purpose of this study was …

Growing The Future: Community Gardens In Hillsborough County, Florida, Nicole M. Kennady

USF Tampa Graduate Theses and Dissertations

This project was an evaluation on community gardens in Hillsborough County, Florida from May 2024 to November 2024, built off of Homegrown Hillsborough’s first year evaluation of the current Hillsborough County food system. Homegrown Hillsborough is a network of community members with a mission to grow a strong food system in Hillsborough County by assisting in all areas of the food system from food production to food waste. Homegrown Hillsborough plans to act as a development initiative focused on community nutrition. Over the next two years, Homegrown Hillsborough plans to focus on food production, food access, and economic development. Through …

Gas Loader Cell For Solid-State Nmr Spinning Or Static Rotors, Jason Mast, Edwin Rivera

USF Patents

Described herein relates to an apparatus and method for holding a solid state NMR rotor under vacuum gas exposure during ssMAS experiments. As such, in an embodiment, the novel gas loader cell apparatus may be miniaturized and/or formed from a material other than glass to provide ease of use, efficient use of gaseous materials, affordability, and portability. Additionally, in an embodiment, a novel forming tool may be used to form the cavity holding the rotor end cap.

An Exploration Of The Experiences Of Perinatal Depression And Anxiety Among Pregnant And Parenting Adolescents In The Tampa Bay Area Of Florida, Olajumoke Adetoun Ojeleye

USF Tampa Graduate Theses and Dissertations

Perinatal depression (PND) and perinatal anxiety (PNA) are increasing among pregnant and parenting adolescents (PPAs), with PNA often underrecognized. This leads to significant socioeconomic costs and adverse maternal consequences if untreated. Hence, this dissertation explores the experiences of PND and PNA among PPAs, focusing on their knowledge gaps, perception, mental health needs, care preferences, and access to PMH care. The research employs a qualitative design (free-listing and in-depth interviews) to gather participant insights. Key findings reveal that many PPAs possess limited knowledge about PNA when compared to PND. Lack of support from partners, family, and peers emerged as the topmost …

“Smart Trap”: A Portable Device For Real-Time Mosquito Capturing And Classification Using Image-Based Analysis, Fahim Rahman

USF Tampa Graduate Theses and Dissertations

Capturing mosquitoes in real-time and taking high-quality images for classification with state-of-the-art methods is not only time-consuming but also expensive. Sometimes even carefully controlled environments and experimental setups fail to capture living mosquitoes. Catching live mosquitoes is necessary to be able to study aspects of their physiology and behavior that cannot be investigated by collections of resting mosquitoes and dead specimens, and to help estimate the local population numbers. My thesis introduces a “Smart Trap”, a small portable device that can attract mosquitoes in real-time, capture them, take high-quality images with dual cameras, and store those images in the cloud. …

Using A Descriptive Analysis And Functional Analysis To Determine The Topography Of Attention For Attention-Maintained Problem Behaviors, Sarah M. Loupe

USF Tampa Graduate Theses and Dissertations

This study examined the benefits of using descriptive analysis (DA)-informed functional analysis(FA) conditions to determine the functional relationship between problem behaviors and the topography of attention maintaining them. Three male participants completed the study, ranging in age from 7-12 years. Following indirect assessments with care providers, a DA was conducted during four 15-min observations. The results of the DA were used to calculate the probability of a specific topography of attention following a problem behavior P(SR/B) and the unconditional probability of a specific topography of attention in the absence of problem behavior divided by all occurrences of that topography UP(SR-B/SR). …