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An Investigation Into Bridging The Rural Stem Gap With Multimedia Learning Principles: A Phenomenological Study, Joseph W. Halko Apr 2026

An Investigation Into Bridging The Rural Stem Gap With Multimedia Learning Principles: A Phenomenological Study, Joseph W. Halko

Doctoral Dissertations and Projects

The purpose of this transcendental phenomenological study is to understand the lived experiences of STEM teachers at rural secondary schools concerning the use of multimedia learning tools to support cognitive processes during instruction. Meyer’s cognitive theory of multimedia learning (CTML) provides the theoretical framework for this study, ensuring that multimedia learning modalities, such as e-learning platforms and educational technology, are grounded in sound cognitive theory. The central question is, “What are the lived experiences of rural secondary STEM teachers concerning the use of multimedia learning tools to support cognitive processes during instruction?” To support this investigation, a phenomenological methodology based …


A Phenomenological Study Of Cultural Tightness Impacting Lived Experiences Of Female Leaders In United Methodist Churches, Genevieve M. Hamer Apr 2026

A Phenomenological Study Of Cultural Tightness Impacting Lived Experiences Of Female Leaders In United Methodist Churches, Genevieve M. Hamer

Doctoral Dissertations and Projects

Gender equality captures the news highlights. Women push to assume roles similar in pay, power, and significance in all types of organizations as their male peers. It is hard to ignore this when it comes to the matter of biblical calling and the roles of women in church leadership. Researchers have devoted hours to the topic of calling. This study examined calling as it relates to the biblical call towards a vocation. While there are different theological positions regarding the roles of women in the church, scholars agree there is such a thing as a biblical calling. Even in egalitarian …


Navigating Privilege And Power: The Lived Experiences Of Ivy League Administrators In Promoting Diversity, Equity, And Inclusion. A Hermeneutics Phenomenological Study, Alize Roberson Apr 2026

Navigating Privilege And Power: The Lived Experiences Of Ivy League Administrators In Promoting Diversity, Equity, And Inclusion. A Hermeneutics Phenomenological Study, Alize Roberson

Doctoral Dissertations and Projects

The purpose of this hermeneutic phenomenological study was to understand the lived experiences of university administrators in Ivy League institutions as they promote diversity, equity, and inclusion. For the purpose of this research, promoting diversity, equity and inclusion is generally defined as the practice of facilitating inclusivity for students of color. This study is guided by the conceptual framework of culturally responsive pedagogy, which informs the research design, data collection, and analysis. These elements are essential and deserve recognition and understanding in their educational experience. The implementation of diversity, equity, and inclusion strategies at Ivy League institutions is explored through …


The Influence Of Humility And Spirituality On The Relationship Between Work-Family Conflict And Mental Help-Seeking Attitudes In Skilled Trade Workers, Charles Dean Twellmann Apr 2026

The Influence Of Humility And Spirituality On The Relationship Between Work-Family Conflict And Mental Help-Seeking Attitudes In Skilled Trade Workers, Charles Dean Twellmann

Doctoral Dissertations and Projects

This quantitative study examined the relationships among work-family conflict (WFC), humility, spirituality, and mental help-seeking attitudes (MHSA) among skilled trade workers in the United States. Skilled trade occupations are characterized by demanding schedules, physical labor, safety risks, and cultural norms emphasizing independence and self-reliance, factors that may influence occupational strain and attitudes toward psychological support. Although WFC and help-seeking have been examined in other high-demand professions, limited research has explored how humility and spirituality relate to these constructs within skilled trade populations. Validated self-report measures of WFC, humility, spirituality, and MHSA were administered to 196 skilled trade workers who were …


Students Drive Instruction: Play-Based Learning For School Readiness, Sheri L. Showalter Apr 2026

Students Drive Instruction: Play-Based Learning For School Readiness, Sheri L. Showalter

Doctoral Dissertations and Projects

The purpose of this multiple case study was to explore the perspectives of integrating play with standards for promoting executive functions in kindergarten in two different schools in Japan. For this research, the integration of play with standards is defined as directed goals and expectations from governing schools/districts while still allowing child-centered, hands-on, collaborative play in kindergarten. The theory guiding this study is sociocultural theory. The central research question is: How do teachers implement developmentally appropriate activities that support executive functions for school readiness in two different kindergarten programs in Japan? This multiple case study explored the challenges and successes …


A Transcendental Phenomenological Study Exploring Teacher Retention Through The Lens Of The Four Capital Theory, Mary Ruth Callaway Hertweck Apr 2026

A Transcendental Phenomenological Study Exploring Teacher Retention Through The Lens Of The Four Capital Theory, Mary Ruth Callaway Hertweck

Doctoral Dissertations and Projects

The purpose of this transcendental phenomenological study was to understand teacher retention from the experience of teachers in a school with high retention rates for two or more consecutive years. Furthermore, this study described teacher retention in a school with high retention, and how the high retention rate has influenced teachers decision to remain in that school. The theory guiding this study is the four capital theory as it includes the social, human, structural and positive psychological capitals and provided insight on how these relate to teacher retention. The central research question for this study is: what are the experiences …


The Harmonic Confluence: A Worship Synthesis Model For One God And One Worship Examining The Impact Of Leadership Styles And Music Selection On Congregational Unity In Evangelical Churches Of The Bible Belt, Joshua Dwayne Randle Apr 2026

The Harmonic Confluence: A Worship Synthesis Model For One God And One Worship Examining The Impact Of Leadership Styles And Music Selection On Congregational Unity In Evangelical Churches Of The Bible Belt, Joshua Dwayne Randle

Doctoral Dissertations and Projects

Despite significant scholarship on church growth strategies and worship practices, the nuanced impact of worship leadership styles on church dynamics within the Bible Belt remains underexplored. This study examines how worship leadership styles ranging from traditional liturgical approaches to contemporary band-led services shape congregational engagement, retention, and growth within evangelical churches across this historically significant region. Tracing the Bible Belt’s revivalist heritage, denominational distinctives, and worship traditions, the research situates contemporary practices within their broader historical and theological framework. Utilizing a historical qualitative research design, the study integrates archival research, denominational reports, church bulletins, worship setlists, and livestream archives. It …


The Interactions Of Faith Development, Attachment With Relational Authenticity, And Theory Of Mind In Children With Adverse Childhood Experiences, Lisa Haley Apr 2026

The Interactions Of Faith Development, Attachment With Relational Authenticity, And Theory Of Mind In Children With Adverse Childhood Experiences, Lisa Haley

Doctoral Dissertations and Projects

Early exposure to adverse childhood experiences (ACEs) interrupts typical spiritual, socioemotional, and cognitive developmental trajectories. Faith Development (FD), attachment with Relational Authenticity (RA), and Theory of Mind (ToM) may serve to provide positive coping strategies for children with ACEs. Few studies explored the interactions of FD, attachment with RA, and ToM in children. Additionally, sparse research involved RA independently or in relation to attachment formation. The purpose of this phenomenological study was to explore how FD, attachment with RA, and ToM interact in children with ACEs. The lived experiences of children with ACEs and the interactions of FD, attachment with …


Beyond The Game: A Four-Phase Financial Development Program For Student-Athletes, Joanna Cirrincione Apr 2026

Beyond The Game: A Four-Phase Financial Development Program For Student-Athletes, Joanna Cirrincione

Masters Projects

Student-athletes face unique challenges including, but not limited to, significant time demands, limited financial socialization, and emerging name, image, and likeness (NIL) opportunities that influence their financial knowledge and behaviors. Although financial education exists, it is often inconsistent and not tailored to the needs of the population which the education intends to serve. This project is grounded in Nancy Schlossberg’s (1984) transition theory and Nevitt Sanford’s (1962) theory of challenge and support, framing financial literacy development as a process requiring intentional challenge and support as student-athletes transition into life after collegiate athletics. A four-phased, structured development program is proposed to …


Addressing Food Insecurity Through Partnering With The Community Teaching Kitchen On Lifestyle Medicine Hypertension Class, Emily Miyasako, Jill Christensen Apr 2026

Addressing Food Insecurity Through Partnering With The Community Teaching Kitchen On Lifestyle Medicine Hypertension Class, Emily Miyasako, Jill Christensen

Books, Presentations, Posters, Etc.

Background: Food insecurity is defined as limited or unreliable access to adequate and nutritious food. In Oregon, approximately 1 in 8 residents experience food insecurity, with rates disproportionately affecting low-income individuals, racial and ethnic minorities, and households with children or elderly individuals. Food insecurity remains a significant threat to our patients’ health and is associated with obesity, malnutrition, and poor mental health. As a primary care provider, I have seen the effects of food insecurity on my patients, but I am thankful for the presence of our Community Teaching Kitchen. The Community Teaching Kitchen (CTK) at Providence Milwaukie provides nutritional …


Centering Access: Reimagining Basic Writing Through Critical Disability Frameworks, Jason Burton Mccormick Apr 2026

Centering Access: Reimagining Basic Writing Through Critical Disability Frameworks, Jason Burton Mccormick

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Despite decades of scholarship arguing otherwise, developmental writing spaces are still often treated as places of deficit in higher education. This deficit positioning emerges in the ways the courses are discussed (as barriers and burdens to graduation), the way learners are imagined (being “unprepared” for college work), and the way placement is understood as punishment. Developmental educators continue to fight this stigma, but rely on stories of students “overcoming” rather than acknowledging that the stigma is a product of the institution and its discriminatory norms, not the offering itself.

My work reimagines the developmental writing classroom as an essential liminal …


Development Of A Decision Aid For Single-Sided Deafness Intervention For Adults: An Exploratory Mixed Methods Study, Priya Karimuddanahalli Premkumar Apr 2026

Development Of A Decision Aid For Single-Sided Deafness Intervention For Adults: An Exploratory Mixed Methods Study, Priya Karimuddanahalli Premkumar

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Individuals with single-sided deafness (SSD) encounter challenges such as difficulty localizing sounds, understanding speech in noisy environments, heightened auditory fatigue, and a diminished quality of life. The available treatment options for SSD are diverse, ranging from contralateral routing of signal (CROS) devices and bone conduction devices (BCD) to osseointegrated auditory implants (OAI), cochlear implants (CI), or even opting for no device at all. However, each of these treatment choices comes with its own set of advantages and disadvantages. Navigating the decision-making process for SSD treatment can be challenging due to each option's unique pros and cons. Furthermore, there remains a …


Problems With Small Drinking Water Systems In Developing And Developed Countries: How Do They Compare?, Kurt Kesteloot Apr 2026

Problems With Small Drinking Water Systems In Developing And Developed Countries: How Do They Compare?, Kurt Kesteloot

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

This dissertation compares the factors that drive the long-term functionality of small drinking water systems (serving fewer than 10,000 people) in developing and developed country contexts, with a focus on groundwater supplies. Using regression analysis in SAS and complementary fuzzy-set Qualitative Comparative Analysis (fsQCA) for developing countries, the study integrates two datasets: 23 Engineers Without Borders project surveys (90+ variables across 14 countries) and a multi-year National Park Service inspection dataset (approximately 1,561 systems; 7,460 recorded deficiencies, enriched with U.S. Census ZIP-code aggregates). In developing countries, statistically significant predictors of success include government cash contributions (odds ratio [OR] ≈ 67.6), …


The Effect Of A Mass Casualty Incident Adult Hyper-Realistic Simulation On Nurse Confidence Levels And Satisfaction Of Nurses: A Quasi-Experimental Study, Melodie Ann Nutter Apr 2026

The Effect Of A Mass Casualty Incident Adult Hyper-Realistic Simulation On Nurse Confidence Levels And Satisfaction Of Nurses: A Quasi-Experimental Study, Melodie Ann Nutter

Doctoral Dissertations and Projects

The purpose of this quantitative quasi-experimental study was to examine registered nurses (RNs) satisfaction and confidence levels after experiencing hyper-realistic simulations using a mass casualty incident (MCI) simulation method. With the world seeing a rise in MCI events, nurses often become one of the first professional medical providers to interact with the affected individuals. To fill this gap in education, the introduction of intensive hyper-realistic simulation training plays a vital role and provides an advanced perspective on the ever-increasing MCIs in today’s healthcare environment. This quasi-experimental study, using the Wilcoxon rank test and paired, assessed the satisfaction and confidence levels …


Distraction Or Tool? Exploring The Relationship Between Social Media And Practice Habits Of Collegiate Music Students With Adhd, Marianne Nicole Mills Apr 2026

Distraction Or Tool? Exploring The Relationship Between Social Media And Practice Habits Of Collegiate Music Students With Adhd, Marianne Nicole Mills

Doctoral Dissertations and Projects

This qualitative phenomenological study examined the relationship between social media use and the practice habits of collegiate music students with Attention Deficit/Hyperactivity Disorder (ADHD). While social media platforms inspire collaboration, creativity, and educational resources, they also introduce potential distractions and barriers to initiating practice sessions, especially for students with executive functioning challenges. Using an Interpretative Phenomenological Analysis (IPA) framework, five applied music students at a small, private college in Florida participated in semi-structured interviews and kept reflective practice journals for six weeks. Findings indicated that social media served as a dual-purpose influence, supporting learning and community while also increasing procrastination, …


Understanding Public School Montessori Teachers Who Align Their Methods Of Teaching Reading To The Texas Reading Academies: A Phenomenological Study, Christian T. Mcglory Apr 2026

Understanding Public School Montessori Teachers Who Align Their Methods Of Teaching Reading To The Texas Reading Academies: A Phenomenological Study, Christian T. Mcglory

Doctoral Dissertations and Projects

The purpose of the phenomenological study was to understand the lived experiences of K-3 public Montessori teachers who must align their methods of teaching reading to the Texas Reading Academies. To advance reading achievement for students, teachers must implement evidence-based instructional practices. The theory guiding this study was Lev Vygotsky’s sociocultural theory of cognitive development. The central question for this study was, “What are the experiences of public Montessori teachers who provide reading instruction to students and incorporate reading comprehension strategies through the implementation of Texas Reading Academies?” The data collection process included interviews with 16 teachers who provided reading …


Leadership Strategies And Registered Nurse Burnout, Chloee Wendorf Apr 2026

Leadership Strategies And Registered Nurse Burnout, Chloee Wendorf

Doctoral Dissertations and Projects

Burnout among registered nurse leaders has intensified within academic medical centers, where increasing clinical demands, staffing challenges, and organizational complexities converge. This qualitative single-case study explored how 32 nurse leaders within the experienced and responded to burnout, and how leadership strategies shaped emotional resilience and team well-being. Guided by the Job Demands–Resources model and transformational leadership theory, data were collected through semi-structured interviews and analyzed using memoing, coding cycles, and NVivo-assisted thematic analysis. Findings revealed that burnout was largely driven by workload intensity, emotional labor, and misalignment between demands and available resources. Transformational leadership strategies, including individualized support, relational transparency, …


A Phenomenological Study On The Lived Experiences Of Military Spouses With Secondary Traumatic Stress Who Are Married To Veterans Diagnosed With Ptsd, Trisha R. Perry Apr 2026

A Phenomenological Study On The Lived Experiences Of Military Spouses With Secondary Traumatic Stress Who Are Married To Veterans Diagnosed With Ptsd, Trisha R. Perry

Doctoral Dissertations and Projects

The purpose of this hermeneutical phenomenological study was to understand the lived experiences of Secondary Traumatic Stress (STS) in military spouses whose partners have Post-Traumatic Stress Disorder (PTSD). The theory guiding this study was Lazarus and Folkman’s Transactional Model of Stress and Coping (TMSC). The central research question was: What are the lived experiences of STS in spouses married to a service member with PTSD? Additional sub-questions addressed changes in worldview, marital satisfaction, and daily functioning. Criterion and snowball sampling were used to select participants who were married to service members with PTSD for the study. Following the hermeneutical phenomenological …


Quantitative Study Of The Predictive Correlational Relationship Between Passenger Knowledge, Attitudes, And Behaviors In Aviation Ground Safety Events, Nikkolas Howard Kraay Apr 2026

Quantitative Study Of The Predictive Correlational Relationship Between Passenger Knowledge, Attitudes, And Behaviors In Aviation Ground Safety Events, Nikkolas Howard Kraay

Doctoral Dissertations and Projects

This study examined the relationships between passenger cabin safety knowledge, attitude, and behavior using the Knowledge-Attitude-Behavior (KAB) framework as the guiding theoretical model. Although prior aviation safety research has demonstrated a linear progression from knowledge to attitudes to behaviors, these studies were conducted primarily in Asian cultural contexts. The present study investigated whether this linear sequence would hold within a larger cultural passenger population. A predictive correlational design was used, and data was collected through an online survey completed by 194 adult airline passengers. The instrument measured cabin safety knowledge, attitudes, and behavioral intent, along with demographic characteristics.

Data was …


Positive Behaviors And Traits In Clinical Supervision: A Qualitative Study, Katelyn Jakubovic Apr 2026

Positive Behaviors And Traits In Clinical Supervision: A Qualitative Study, Katelyn Jakubovic

Doctoral Dissertations and Projects

This qualitative study explored the individual lived experiences of mental health counselors undergoing clinical supervision, focusing on their perceptions of the supervisory relationship, supervisory process, and outcomes by identifying specific traits and behaviors across various domains. In-depth, semi-structured interviews were conducted with the sample of 20 participants across professional developmental stages and practice settings. Narrative and thematic analysis of the data revealed a nuanced portrayal of the supervisory relationship. Overall, participants characterized their supervision experiences as being predominantly positive and growth-facilitating. Participants identified key supportive factors, such as communication, resources, and scheduling flexibility. Analyses also uncovered significant areas for improvement, …


To Be Holy: How Expository Preaching On Holiness Impacts The Understanding Of John Wesley’S View Of The Gospel At Hopewell Methodist Church, Robert Moseley Jr. Apr 2026

To Be Holy: How Expository Preaching On Holiness Impacts The Understanding Of John Wesley’S View Of The Gospel At Hopewell Methodist Church, Robert Moseley Jr.

Doctoral Dissertations and Projects

The problem identified in this thesis is that the adult members of Hopewell Methodist Church do not possess a Wesleyan view of the gospel and its goal. The action research project employs expository preaching to convey doctrinal truths discovered in Scripture. The project involved preaching an eight-week series of expository sermons on selected Scripture passages, covering foundational doctrines of the faith and explaining the gospel. The purpose of the sermon series was to introduce the congregation to John Wesley’s doctrine of holiness and to instate a Wesleyan view of the gospel. Furthermore, participants had the opportunity to join a weekly …


James And Paul: Conflict Or Continuity, Brian Allan Elensky Apr 2026

James And Paul: Conflict Or Continuity, Brian Allan Elensky

Doctoral Dissertations and Projects

This dissertation investigates whether the Epistle of James presents a fundamentally different gospel from Pauline theology, a claim advanced by Robert Eisenman and other scholars who portray James as the leader of a rigorist, non-resurrectional, sectarian movement. The study employs a forensic investigative model shaped by the researcher’s experience as a police officer, combining historical-grammatical exegesis of James with analysis of key New Testament texts, early Christian witnesses such as Eusebius and Hegesippus, and modern scholarship on James, Paul, and the Dead Sea Scrolls.

The research concludes that James does not oppose Paul but complements him. James 2:14–26 rejects a …


Leading Like Christ: A Phenomenological Study Of The Biblical Shepherd Motif In Christian Parachurch Executive Leadership, Alex Sefton Apr 2026

Leading Like Christ: A Phenomenological Study Of The Biblical Shepherd Motif In Christian Parachurch Executive Leadership, Alex Sefton

Doctoral Dissertations and Projects

The purpose of this phenomenological study was to explore the lived experiences of Christian nonprofit parachurch organization executive leaders in southeastern Indiana (i.e., Decatur County and its adjacent counties). For the purpose of this study, executive leaders was defined as those who hold a top-level leadership position at an organization, and Christian nonprofit parachurch organization was defined as an organization designated under Section 501(c)(3) of the Internal Revenue Code (IRC) that advances biblical principles and social welfare. Shepherd-like leadership was generally defined as a leadership style that demonstrates relational care, personal guidance, and protection of well-being, as seen in Psalm …


Building Human-Aware Ai: Learning From And Assisting Human Decision-Makers, Saumik Narayanan Apr 2026

Building Human-Aware Ai: Learning From And Assisting Human Decision-Makers, Saumik Narayanan

McKelvey School of Engineering Graduate Student Theses & Dissertations

As artificial intelligence systems become more capable, they are increasingly used not only as standalone problem-solvers, but as systems that learn from and interact with humans. In these settings, success depends not only on the strength of the model in isolation, but also on how well it fits the humans it is trained on or deployed alongside. This dissertation argues that human heterogeneity is a central ingredient in the design of effective human-aware machine learning systems. Rather than treating differences between people as noise to be averaged away, I show that variation in human expertise and preferences can provide useful …


Benefits Of Traffic Reprofiling For Delay Sensitive Networking, Jiaming Qiu Apr 2026

Benefits Of Traffic Reprofiling For Delay Sensitive Networking, Jiaming Qiu

McKelvey School of Engineering Graduate Student Theses & Dissertations

Deterministic networking systems, such as Time-Sensitive Networking (TSN) and Deterministic Networking (DetNet), require strict end-to-end delay guarantees while efficiently utilizing limited network resources. Conventional approaches typically focus on fixed traffic profiles, which can lead to suboptimal resource utilization in scheduling or admission control problems. This dissertation investigates traffic reprofiling—the proactive reshaping of traffic arrival patterns—as a complementary mechanism for improving both resource efficiency and delay performance under strict service guarantees. The dissertation consists of three parts. The first part studies bandwidth minimization under hard delay constraints for Service Curve Earliest Deadline First (SCED) schedulers. We show that traffic reprofiling can …


Acquired Von Willebrand Syndrome From Pathological Cardiovascular Flow, Alice Liu Apr 2026

Acquired Von Willebrand Syndrome From Pathological Cardiovascular Flow, Alice Liu

McKelvey School of Engineering Graduate Student Theses & Dissertations

Acquired von Willebrand syndrome (AVWS) is a bleeding disorder characterized by the loss of high molecular weight von Willebrand factor (VWF) multimers. It is often associated with a wide range of underlying diseases, including individuals who receive mechanical circulatory support (MCS) and myeloproliferative neoplasm (MPN) patients, yet the mechanical mechanisms remain incompletely understood. In circulation, VWF undergoes force-dependent conformational changes that regulate its susceptibility to cleavage by the metalloprotease ADAMTS13. While elevated shear has long been believed to the main cause, pathological VWF cleavage cannot always be explained by shear alone, suggesting more factors are at play. The goal of …


Lateral Habenula And Dorsal Raphe Neurons Signal Value Computations In Multi-Attribute Decision-Making, Yang-Yang Feng Apr 2026

Lateral Habenula And Dorsal Raphe Neurons Signal Value Computations In Multi-Attribute Decision-Making, Yang-Yang Feng

McKelvey School of Engineering Graduate Student Theses & Dissertations

Decision-making is a fundamental part of adaptive behavior and can be compromised in psychiatric illness. Humans and animals are continuously presented with objects and opportunities as options to decide between. One challenge is that these options may independently vary along multiple dimensions or attributes that we care about. This can include attributes of physical reward, such as amount, delay, or uncertainty. When these attributes are present, the possibility of an abstract, cognitive reward, advance information to resolve uncertainty, may also motivate our decisions. It is unclear how the brain makes these subjective decisions, trading off between these multiple attributes based …


Revisiting Visualization Literacy: What Standardized Assessments Reveal And Conceal Across Instruments, Cultures, And Ai Systems, Saugat Pandey Apr 2026

Revisiting Visualization Literacy: What Standardized Assessments Reveal And Conceal Across Instruments, Cultures, And Ai Systems, Saugat Pandey

McKelvey School of Engineering Graduate Student Theses & Dissertations

Data visualizations are now a primary medium for public communication, scientific reasoning, and decision-making. By transforming complex data into accessible graphical forms, visualizations are widely assumed to make information comprehensible to broad audiences. Yet the ability to accurately read, interpret, and critically evaluate a visualization, what researchers call visualization literacy, is neither uniform nor universal. It is a learned, multidimensional skill shaped by prior exposure, educational opportunity, and context. While the field has developed standardized instruments to measure visualization literacy, these tools were built under narrow assumptions: participants are typically paid, English-speaking, and recruited from Western online panels. When any …


Smart Kitchen: Towards Real-Time Ai Systems For Cognitive Support In Daily Activities, Ruiqi Wang Apr 2026

Smart Kitchen: Towards Real-Time Ai Systems For Cognitive Support In Daily Activities, Ruiqi Wang

McKelvey School of Engineering Graduate Student Theses & Dissertations

The rapid growth of the aging population and the rising prevalence of Subjective Cognitive Decline (SCD) highlight the need for continuous, unobtrusive assessment of functional cognition during everyday activities. Vision-based smart home systems offer a promising pathway for monitoring behavior and supporting independent living. However, enabling real-time cognitive assistance remains challenging. It requires not only accurately interpreting complex human behaviors to detect cognitive errors, but also supporting real-time deployment on resource-constrained edge devices and under dynamic wireless network conditions. This dissertation presents Smart Kitchen, an AI-driven system for real-time cognitive error detection through the monitoring of daily cooking activities. Under …


Deep Learning Enhanced Multimodal Endoscopy For Colorectal Cancer: From Real-Time Software Architecture To Clinical Response Assessment, Haolin Nie Apr 2026

Deep Learning Enhanced Multimodal Endoscopy For Colorectal Cancer: From Real-Time Software Architecture To Clinical Response Assessment, Haolin Nie

McKelvey School of Engineering Graduate Student Theses & Dissertations

Colorectal cancer (CRC) is the third most commonly diagnosed cancer and the second leading cause of cancer-related deaths in the United States, with a concerning rise in incidence among younger adults. Clinical management is currently shifting toward organ-preserving ``watch-and-wait" strategies for rectal cancer and precision endoscopic resection for early-stage polyps. However, current diagnostic standards, including white-light colonoscopy (WLC) and magnetic resonance imaging (MRI), lack the resolution and functional specificity to accurately assess the invasion depth of precancerous polyps or to reliably distinguish post-treatment fibrosis from residual viable tumor. This dissertation advances colorectal cancer diagnostics through three integrated contributions: CPU-optimized photoacoustic …