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Combating Antimicrobial Resistance In Asia: A Comprehensive Review Of Strategic Action Plans, Policies, And The Role Of The Who, Saud Almawash Dec 2025

Combating Antimicrobial Resistance In Asia: A Comprehensive Review Of Strategic Action Plans, Policies, And The Role Of The Who, Saud Almawash

Saudi Medical Journal

ABSTRACT Over the past 70 years, antimicrobial resistance (AMR) has emerged as a critical public health concern in Asia. Regional challenges such as dense population, scarce resources, and diverse healthcare systems further complicate the containment efforts. To address this, Asian countries have adopted several strategies and policies. A comprehensive review of published literature was conducted to identify key policies and interventions. Findings revealed diverse approaches to AMR containment, including surveillance and monitoring systems, antibiotic stewardship programs, infection control measures, vaccination strategies, and public health awareness campaigns. However, implementation of these strategies is hindered by resource, political, and regulatory barriers. The …


Unlocking Hidden Health Risks: Exploring Community-Based Screening For Kidney Disease, Rehab B. Albakr, Fadel Alrowie, Ibrahim A. Sandokji, Omar A. Alshammari, Hadeel A. Mitwalli, Hamood Alsudais, Abdulaziz B. Albacker, Mohamad-Hani Temsah, Ahmed H. Mitwalli, Khalid A. Alhasan Dec 2025

Unlocking Hidden Health Risks: Exploring Community-Based Screening For Kidney Disease, Rehab B. Albakr, Fadel Alrowie, Ibrahim A. Sandokji, Omar A. Alshammari, Hadeel A. Mitwalli, Hamood Alsudais, Abdulaziz B. Albacker, Mohamad-Hani Temsah, Ahmed H. Mitwalli, Khalid A. Alhasan

Saudi Medical Journal

ABSTRACT Objectives: To conduct a community-wide screening of the Saudi population for chronic kidney disease risk factors. Methods: This study utilized a non-selective, exploratory point-of-care screening approach involving 215 participants in Riyadh, Saudi Arabia, during a kidney disease awareness campaign for World Kidney Day in March 2022. Participants were randomly selected, and their estimated glomerular filtration rates (eGFRs) were measured to assess kidney function. Results: The findings revealed that 4% of participants had eGFRs less than 60 mL/min/1.73 m², 34% had eGFRs between 60 and 90 mL/min/1.73 m², and the rest had eGFRs over 90 mL/min/1.73 m². Key risk factors …


Identity And Representation In Contemporary Art: An Inclusive 400/500-Level Art History Seminar Course, Laura E. Franz Dec 2025

Identity And Representation In Contemporary Art: An Inclusive 400/500-Level Art History Seminar Course, Laura E. Franz

Theses

This project is an upper-level art history seminar addressing identity and representation – specifically related to race, ethnicity, gender, and sexuality – in contemporary art. Primarily a discussion-based course, the course is focused on inclusivity and is highly structured, with weekly low-stakes assignments that provide students with ample opportunities to practice engaging with academic texts. Designed for students with varying levels of academic skills, it is built around current non-academic articles that students select via an online survey. Students then “unpack” the “big ideas” in each of the four chosen non-academic articles via a cluster of academic readings and videos …


Accessible Preservation: Developing A Low-Cost, Iiif-Compliant Workflow For Small Art Collections, Robyn Palescandolo Dec 2025

Accessible Preservation: Developing A Low-Cost, Iiif-Compliant Workflow For Small Art Collections, Robyn Palescandolo

Theses

This project explores the development of an affordable, standards-based digital collections management system designed for small galleries, independent artists, and emerging institutions. Using the artist’s own studio collection as a case study, the research integrates accessible hardware and open-source technologies, including the International Image Interoperability Framework (IIIF), Artwork Archive, GitHub Pages, and the Internet Archive, to establish a transparent, replicable workflow for cataloguing and publication. The project demonstrates how interoperability, metadata consistency, and open access can be achieved without reliance on costly proprietary systems, such as TMS Collections or PastPerfect.

The workflow includes high-resolution image capture, 3D scanning, data normalization, …


Culture-Dependent Characterization Of Microbial Succession And Persistence In The Integrated Lunar/Martian Analog Habitat (Ilmah), Haley Olivia Boles Dec 2025

Culture-Dependent Characterization Of Microbial Succession And Persistence In The Integrated Lunar/Martian Analog Habitat (Ilmah), Haley Olivia Boles

Theses and Dissertations

This study examines culture-dependent microbial monitoring in a closed lunar/Martian analog habitat, focusing on viable community dynamics relevant to long-duration missions. A standardized sampling and cultivation pipeline was implemented in ILMAH to track microbial succession and persistence under realistic operational conditions. Surface samples were collected across eight habitat zones at five mission timepoints (Days 0, 5, 10, 15, 20) during a 21-day crewed mission. Samples were concentrated post-collection and plated on chromogenic film media to quantify total aerobic bacteria (AC-R), fungi (YM-R), E. coli (EC), and S. aureus (SA). Plates were imaged and enumerated digitally; representative colonies were isolated and …


An Update On Novel Taxa And Revised Taxonomic Status Of Bacteria Isolated From Human Clinical Specimens Described In 2024, Arianna Carella, Karen C. Carroll, Erik Munson Dec 2025

An Update On Novel Taxa And Revised Taxonomic Status Of Bacteria Isolated From Human Clinical Specimens Described In 2024, Arianna Carella, Karen C. Carroll, Erik Munson

Clinical Lab Sciences Faculty Research and Publications

Knowledge of novel and revised bacterial taxonomy facilitates routine operations in the medical microbiology laboratory and communication with important stakeholders. Notable new gram-positive taxa accepted in 2024 include the clinically significant Staphylococcus brunensis sp. nov., as well as Streptococcus suis subsp. hashimotonensis subsp. nov., which can be delineated from other Streptococcus suis subsp. by possession of the Lancefield group A antigen. Four novel Enterobacterales species are discussed, plus a novel eighth family Gallaecimonadaceae. One of these, Providencia huashanensis sp. nov. is clinically significant and harbors multiple genetic determinants that encode antimicrobial resistance mechanisms. Stenotrophomonas forensis sp. nov., derived from …


A Low-Power Mixed-Signal Potentiostat System-On-Chip With Integrated Dual-Slope Adc, Seth Mcrobert Dec 2025

A Low-Power Mixed-Signal Potentiostat System-On-Chip With Integrated Dual-Slope Adc, Seth Mcrobert

Department of Electrical and Computer Engineering: Dissertations, Theses, and Student Research

This thesis presents the design and characterization of a low-power mixed-signal potentiostat that was integrated with a 65 nm core in a SoC for low-power electrochemical sensing applications. The system integrates a low-noise transimpedance-based potentiostat front end with a 12-bit dual-slope analog-to-digital converter (ADC) for accurate current-to-digital conversion. The potentiostat core—comprising the control amplifier, current-mirror network, and transimpedance amplifier—consumes 38.2 µA from a 2.5 V supply (95.5 µW) and achieves an input-referred noise floor of 113 µVRMS over a 330 Hz bandwidth, while having an input current range from 1 nA to 20 µA and a noise-limited sensitivity of 56.4 …


Llm-Assisted Cwe Identification, Severity Assessment, And Vulnerability Description Generation, Mohammad Jalili Torkamani Dec 2025

Llm-Assisted Cwe Identification, Severity Assessment, And Vulnerability Description Generation, Mohammad Jalili Torkamani

School of Computing: Dissertations, Theses, and Student Research

Identifying the underlying weakness types and assessing their severity using CWE and CVSS standards are critical steps in software vulnerability management. While timely assessment of vulnerabilities mitigates the impact of severe security incidents, automating joint CWE identification and severity assessment remains challenging due to the heterogeneity of vulnerabilities across different code granularities and programming languages. In addition, generating vulnerability descriptions is often time-consuming, as it requires extensive manual review, validation, and writing by security experts.

In this thesis, we leverage the capabilities of Large Language Models (LLMs) to automate the identification of CWE identifiers and the assessment of their severity …


Drought, Worry, And Preparing For The Future: The Ethnopsychology Of Climate Distress In Kilifi County, Kenya, Edna Bosire, Syed Wahid, Linda Khakali, Benjamin Oestericher, Felix Agoi, Anthony Ngugi, Rosebella Iseme, Jasmit Shah, Zul Merali, Lukoye Atwoli Dec 2025

Drought, Worry, And Preparing For The Future: The Ethnopsychology Of Climate Distress In Kilifi County, Kenya, Edna Bosire, Syed Wahid, Linda Khakali, Benjamin Oestericher, Felix Agoi, Anthony Ngugi, Rosebella Iseme, Jasmit Shah, Zul Merali, Lukoye Atwoli

Brain and Mind Institute

The impacts of climate change in sub-Saharan Africa (SSA) presents a chronic and intensifying disaster, with drought, flooding, and extreme heat, presenting unique challenges and profound disruptions. Growing evidence links such events to ecological grief, ecological anxiety, and solastalgia – negative affective states that reflects responses to climate change related destruction of nature, species, culturally significant or sacred spaces, and other ways of life. While this literature is expanding in the Global North, little is known about how communities in SSA perceive and respond to deteriorating or depleting natural ecosystems. This article explores the ethnopsychology of distress precipitated by environmental …


Key Factors And Experiences That Influence The Career Trajectory Of Black Women In Charter School Senior Leadership, Oscia A. Miles Dec 2025

Key Factors And Experiences That Influence The Career Trajectory Of Black Women In Charter School Senior Leadership, Oscia A. Miles

Education Doctoral

This interpretive phenomenological analysis examined the career trajectories of four Black women in senior leadership roles within charter schools in the Northeastern Region of the United States. It explored how personal, professional, and cultural factors shaped their leadership experiences. Findings revealed that the participants faced systemic and cultural barriers impacting both access to leadership and their ability to sustain those roles. They navigated intersecting challenges of race, gender, and institutional expectations while balancing personal and community commitments. This study underscores the need for equity-centered strategies to address structural barriers and foster inclusive leadership pathways. Three recommendations emerged: targeted mentorship, equity-driven …


Weathering Of Black Doulas In Hospitals: Challenges And Opportunities, Denise Elaine Bolds Dec 2025

Weathering Of Black Doulas In Hospitals: Challenges And Opportunities, Denise Elaine Bolds

Education Doctoral

Black maternal health continues to face significant disparities in the United States, highlighting the crucial role of Black Doulas in promoting birth equity (Declercq & Zephyrin, 2020; K. Taylor et al., 2023). This qualitative, phenomenological study explored the lived experiences of 10 certified Black Doulas working in hospital settings nationwide. Guided by the weathering hypothesis (Geronimus, 1992, /2023), critical race feminist theory (Wing, 2020), Black feminist theory (Collins, 2000), Sojourner syndrome (Bailey, 2017), and the looking-glass self (Cooley, 1902), the study examined how systemic racism, occupational challenges, and advocacy fatigue intersect to shape their professional experiences.

Using semi-structured interviews, participants …


Exploring The Relationship Between Job Satisfaction And Servant Leadership In Community Corrections: A Probation Officer’S Perspective, Shamira B. Gambrell Dec 2025

Exploring The Relationship Between Job Satisfaction And Servant Leadership In Community Corrections: A Probation Officer’S Perspective, Shamira B. Gambrell

Education Doctoral

Probation officers work in demanding environments marked by high caseloads, role conflict, and organizational pressures that can negatively affect job satisfaction and workforce stability. Leadership practices at the frontline supervisory level play a critical role in shaping these experiences, yet limited empirical research has examined servant leadership within community corrections. The purpose of this quantitative correlational study was to examine the relationship between probation officers’ perceptions of servant leadership demonstrated by their direct supervisors and their level of job satisfaction.

Data were collected from probation officers affiliated with departments connected to the American Probation and Parole Association using an anonymous …


Coupled Machine Learning Models: Combining Observations And Numerical Analysis In A Physics-Regularized Approach, Austin B. Schmidt Dec 2025

Coupled Machine Learning Models: Combining Observations And Numerical Analysis In A Physics-Regularized Approach, Austin B. Schmidt

LSU New Orleans Theses and Dissertations

This dissertation investigates surrogate modeling for fixed-location environmental forecasting using novel data-combination techniques. The work surveys the landscape of observational measurements and numerically generated data, identifying similar research and gaps in current methodologies. The ratio-coupled training framework is introduced to combine two data sources per predicted feature through a tunable parameter that weights training signal strength. An optimization scheme is developed to simultaneously tune surrogate weights and the coupled signal ratio, allowing relative influence between signals to act as an explicit regularizer. Three case studies demonstrate the methodology and approach in a variety of contexts. The first study is based …


Peptoid-Based Molecular Analysis Utilizing High-Speed Molecular Dynamics Methods, In Chul Hwang Dec 2025

Peptoid-Based Molecular Analysis Utilizing High-Speed Molecular Dynamics Methods, In Chul Hwang

LSU New Orleans Theses and Dissertations

Polypeptoids are N-substituted glycine polymers, which differ from peptides in the placement of the side chain being present on the amide nitrogen rather than the backbone Cα. While both peptoids and peptides are composed of linked amino acids, the structural changes resulting from the differing origin of the side chain leads to distinct backbone structure, as well as remove the chirality found in the peptide structure. These differences lead peptoids to have different physiochemical and biological properties, such as being resistant to proteolysis and diverse three-dimensional structures that are not observed in peptides. With the shifting of the …


A Quantitative Exploration Of Risk And Protective Factors Affecting The Mental Health Of Chitimacha Tribal Youth, Daphnie Vilcan-Tanner Dec 2025

A Quantitative Exploration Of Risk And Protective Factors Affecting The Mental Health Of Chitimacha Tribal Youth, Daphnie Vilcan-Tanner

LSU New Orleans Theses and Dissertations

This study examines the relationships between demographics, risk factors, and protective factors with mental distress among Chitimacha Tribal adolescents aged 12 to 18. Using a Positive Youth Development framework, the research aimed to identify the prevalence of mental distress, trauma, discrimination, and protective factors, as well as their collective and individual impacts on mental health. Data were collected through online surveys completed by 73 participants residing on or near the Chitimacha Tribal Reservation. Descriptive statistics and multiple linear regression analyses were conducted to analyze the data. Results revealed that while trauma and discrimination collectively predicted mental distress, family and community …


Autoethnography, Poetic Performance Narratives, And Pláticas As Dialogues Of Radical Love, Miryam Espinosa-Dulanto Dec 2025

Autoethnography, Poetic Performance Narratives, And Pláticas As Dialogues Of Radical Love, Miryam Espinosa-Dulanto

Bilingual and Literacy Studies Faculty Publications

This piece examines Autoethnography, Poetic Performance Narratives, and Pláticas as decolonial methodologies that challenge the coloniality of knowledge and center voices historically excluded from academic discourse. These approaches honor traditions rooted in community, solidarity, and radical love, presenting lived realities without oversimplification while inviting readers to inhabit contradictions and imagine ethical possibilities for equity. Grounded in Latin American and Chicana/Latina/Indígena feminist scholarship, this work situates these practices within a legacy of decolonial epistemologies that resist dominant Western paradigms and affirm lived experience as a site of theory-making. Through this lens, the piece seeks to: (1) bear witness to shared experiences, …


Disruption Of The Placenta–Brain Axis In Transgenic Mice Lacking Serotonin Transporter (Sert) In Trophoblast Cells, David T. Ellenberger, Zhen Lyu, Rosalind T. B. Herrington, Jessica A. Kinkade, Gustavo W. Leone, Ji Ying Sze, Nathan J. Bivens, R. Frank Baker, R. Michael Roberts, Trupti Joshi, Cheryl S. Rosenfeld Dec 2025

Disruption Of The Placenta–Brain Axis In Transgenic Mice Lacking Serotonin Transporter (Sert) In Trophoblast Cells, David T. Ellenberger, Zhen Lyu, Rosalind T. B. Herrington, Jessica A. Kinkade, Gustavo W. Leone, Ji Ying Sze, Nathan J. Bivens, R. Frank Baker, R. Michael Roberts, Trupti Joshi, Cheryl S. Rosenfeld

Biomedical Sciences

Serotonin reuptake inhibitors (SSRIs) are commonly prescribed to pregnant women experiencing depression. Such drugs, however, might adversely affect placenta and fetal brain development. Parietal trophoblast giant cells (pTGCs) in the mouse placenta are postulated to internalize maternal serotonin (5-HT) via transport through SERT, encoded by Slc6a4, and to provide the initial source of 5-HT to the emerging brain via the placental–brain axis. Genetic deletion of Slc6a4 in pTGCs has been hypothesized to impact placental and fetal brain development. A transgenic mouse line with high-affinity SERT, encoded by Slc6a4, was selectively deleted by pairing mice with Cre recombinase linked …


G2pdeep-V2: A Web-Based Deep-Learning Framework For Phenotype Prediction And Biomarker Discovery For All Organisms Using Multi-Omics Data, Shuai Zeng, Trinath Adusumilli, Sania Zafar Awan, Manish Sridhar Immadi, Dong Xu, Trupti Joshi Dec 2025

G2pdeep-V2: A Web-Based Deep-Learning Framework For Phenotype Prediction And Biomarker Discovery For All Organisms Using Multi-Omics Data, Shuai Zeng, Trinath Adusumilli, Sania Zafar Awan, Manish Sridhar Immadi, Dong Xu, Trupti Joshi

Biomedical Sciences

Multi-omics data offers rich insights into complex traits across organisms, yet integrating and analyzing these datasets for phenotype prediction and marker discovery remains challenging. Researchers need accessible tools that combine deep learning, hyperparameter optimization, visualization, and downstream analysis in a unified web platform. To address this, we developed G2PDeep-v2, a web-based platform powered by deep learning for phenotype prediction and marker discovery from multi-omics data across a wide range of organisms, including humans and plants. The server provides multiple services for researchers to create deep-learning models through an interactive interface and train these models using an automated hyperparameter tuning algorithm …


Effects Of Injectable Trace Mineral Timing On Calf Performance And Health Indicators, Marie E. Goulais Dec 2025

Effects Of Injectable Trace Mineral Timing On Calf Performance And Health Indicators, Marie E. Goulais

Graduate Theses and Dissertations

One hundred and fourteen calves (average BW= 224kg ± 89kg) were utilized to evaluate the effects of injectable trace mineral (ITM) administration on calf performance and health when administered pre-weaning and at weaning. Calves were blocked by sex, stratified by age, and randomly assigned to one of the following treatment groups: 1) no ITM injection (CON), 2) ITM administered 28 d before weaning (PW), or 3) ITM administration at weaning (WEAN). Calves were vaccinated against respiratory pathogens on D-28 and D0. At weaning, cattle were transported to a local auction market, held overnight and returned the following morning. Body weight …


Pharmacy Matters December 2025/January 2026, University Of Mississippi School Of Pharmacy Dec 2025

Pharmacy Matters December 2025/January 2026, University Of Mississippi School Of Pharmacy

Pharmacy Matters Newsletters

Featured stories: School of Pharmacy Celebrates Employees of 25 Years, A Word of Gratitude and Year-End Highlights, Pharmacy Students Earn Top 10 Finish in ASHP Clinical Skills Competition, Pharmacy Students Earn Top Honors in 3MT Competition, Student Pharmacist Named to National Community Pharmacy Scholars Cohort, UM Pharmacy Celebrates First Year of Dietary Supplements and Medical Cannabis, Pharmacy Student Balances Rigorous Academics With Rebelettes Dance Team, Research Professor Recognized with Two Prestigious Awards, Oregano Oil Shows Promise as Natural Fire Ant Repellant, Researchers Develop Tool to Study Autism Risk Factors, Pharmacy Alumnus, Former Football Player Inducted Into MAIS Hall of Fame, …


Augmenting Large Language Models To Predict Social Determinants Of Mental Health In Opioid Use Disorder Using Patient Clinical Notes, Madhavi Pagare, Deva Sai Kumar Bheesetti, Inyene E. Essien-Aleksi, Mohammad Arif Ul Alam Dec 2025

Augmenting Large Language Models To Predict Social Determinants Of Mental Health In Opioid Use Disorder Using Patient Clinical Notes, Madhavi Pagare, Deva Sai Kumar Bheesetti, Inyene E. Essien-Aleksi, Mohammad Arif Ul Alam

Health Sciences Faculty Publications

Objective

Identifying social determinants of mental health (SDOMH) in patients with opioid use disorder (OUD) is crucial for estimating risk and enabling early intervention. Extracting such data from unstructured clinical notes is challenging due to annotation complexity and requires advanced natural language processing (NLP) techniques. We propose the Human-in-the-Loop Large Language Model Interaction for Annotation (HLLIA) framework, combined with a Multilevel Hierarchical Clinical-Longformer Embedding (MHCLE) algorithm, to annotate and predict SDOMH variables. Materials and Methods

We utilized 2636 annotated discharge summaries from the Medical Information Mart for Intensive Care (MIMIC-IV) dataset. High-quality annotations were ensured via a human-in-the-loop approach, refined …


(R2132) A Multi Server Markovian Working Vacation Queue With Randomly Varying Environment, A. Sundaramoorthy, R. Kalyanaraman Dec 2025

(R2132) A Multi Server Markovian Working Vacation Queue With Randomly Varying Environment, A. Sundaramoorthy, R. Kalyanaraman

Applications and Applied Mathematics: An International Journal (AAM)

In this article, we consider a multi server Markovian queueing system with working vacation. During busy period, the arrival and service completion are generated by K distinct randomly varying environments. At a service completion epoch, if no customer in the system, the servers take vacation, the vacation policy is multiple vacation policy and the vacation period follows negative exponential distribution. In addition, during vacation period the servers serve customers if they arrive. Based on the vacation termination point we define two Models. For the two models, the steady state probability vector of number of customers in the queue, the stability …


Accessing Community Needs In The Tri-County Area Of Rural Utah, Cara Murray, Yvette Rea, Lendel K. Narine Dec 2025

Accessing Community Needs In The Tri-County Area Of Rural Utah, Cara Murray, Yvette Rea, Lendel K. Narine

Outcomes and Impact Quarterly

Utah State University Extension conducted a needs assessment in the Tri-County area of Utah, encompassing Uintah, Duchesne, and Daggett Counties, to identify key community priorities. Using a three-phased approach, the assessment identified mental health, strengthening relationships, and financial literacy as top concerns. These findings will inform resource allocation to Extension programming to address the region’s most urgent needs.


Tricounty Vaccine Improvement Program (Tc-Vip): Enhancing Vaccine Confidence And Uptake In Rural Utah, Aaron Hunt, Yvette Rea, Annalyz Castro Dec 2025

Tricounty Vaccine Improvement Program (Tc-Vip): Enhancing Vaccine Confidence And Uptake In Rural Utah, Aaron Hunt, Yvette Rea, Annalyz Castro

Outcomes and Impact Quarterly

The Utah State University Extension TriCounty Vaccine Improvement Program addressed low rural vaccination rates across a three-county area through bilingual social media campaigns, health fairs, training in motivational interviewing, and neuromarketing. Evaluation results showed improved skills, broad community reach, and positive participant feedback, demonstrating a replicable model to reduce vaccine hesitancy and strengthen rural health systems.


Daily Life Therapy: Daily Living Skills Training (Handwashing, Brushing Teeth, And Getting Dressed) For Parents Of Autistic Children, Christpher T. Fontecchio Dec 2025

Daily Life Therapy: Daily Living Skills Training (Handwashing, Brushing Teeth, And Getting Dressed) For Parents Of Autistic Children, Christpher T. Fontecchio

Instructional Design Capstones Collection

The Boston Higashi School founded by Dr. Kiyo Kitahara in 1987 has been utilizing Daily Life Therapy to teach residential autistic children daily living skills. Parents, whose children attend the Boston Higashi school just in the day program, have expressed challenges in teaching daily living skills when their children are home and have asked for strategies to carry over what is being taught at school into their home. Utilizing the tenets of “Kimochi Zukuri,” to prepare the child’s mind for a task, the training proposed with this project is to bridge the gap in teaching daily living skills from Boston …


Enhancing Ad/Adrd Management Through Ihelpcare: A Compliant And Culturally Sensitive Ai-Driven Digital Healthcare Platform, Trisha Bhowmick Dec 2025

Enhancing Ad/Adrd Management Through Ihelpcare: A Compliant And Culturally Sensitive Ai-Driven Digital Healthcare Platform, Trisha Bhowmick

Master's Theses

The digital healthcare field is expanding fast, and now it requires platforms that use advanced technology and maintain robust data security and compliance practices. In the present paper, we present the main structure, key methods, and compliance strategies of the digital healthcare system iHelpCare, which, while fully meeting the HIPAA/GDPR requirements, provides health services more accessible, efficient, and inclusive. The proposed platform is powered by AI for personalized care solutions, with the main emphasis on preventive health management and providing tools for people with disabilities.

iHelpCare achieves real-time patient monitoring while securing medical data management and easy communication between patients, …


Llm-Powered Question Answering For Object States In Virtual Reality, Shiyi Ding Dec 2025

Llm-Powered Question Answering For Object States In Virtual Reality, Shiyi Ding

Master's Theses

Recent advances in large language models (LLMs) and multimodal large language models (MLLMs) enable natural language–based querying in virtual reality (VR). However, VR environments are highly localized, personalized, and dynamic, making it challenging for general-purpose models to answer environment-specific queries or reason about subtle object state changes. To address these challenges, this thesis develops two systems for 3D question answering in VR.

First, we present RAG-VR, the first retrieval-augmented 3D question-answering system designed for VR. RAG-VR augments an LLM with external knowledge retrieved from a localized knowledge database and includes a pipeline for extracting environmental and user-related information. To improve …


Topic Modeling And Culturomic Analysis Of 30,000 Books Over 100 Years Using Gensim, Michael A. Freeman Dec 2025

Topic Modeling And Culturomic Analysis Of 30,000 Books Over 100 Years Using Gensim, Michael A. Freeman

Electronic Theses and Dissertations

This thesis explores the cultural influence of historical events on English-language fiction published between 1820 and 1929. Using a corpus of 30,256 digitized books from Project Gutenberg, Latent Dirichlet Allocation (LDA) topic modeling was applied to identify recurring themes across eleven decades. The study sought to determine whether historically significant events could be detected within fictional narratives. One clear instance emerged: Napoleon Bonaparte and the Napoleonic Wars appeared explicitly in the 1820s corpus. Beyond this, several thematic patterns were observed—such as maritime language in the 1840s, national identity in the 1880s, and youth-oriented dialogue in the early 20th century—that plausibly …


Ethnomusicologically Augmented French Diction Course, Jake Larcqua Dec 2025

Ethnomusicologically Augmented French Diction Course, Jake Larcqua

Doctoral Scholarly Projects & Capstones

Modern diction pedagogy in university vocal performance education largely depends on a combination of International Phonetic Alphabet transcription study and the application of those systems to Western-Classical vocal repertoire. However, recent research in related fields suggests we may be able to expand our diction teaching methods to better meet the needs of our students. Using a combination of second-language pedagogic principles, folksong structure, self-efficacy concepts, modeling structures, and ethnomusicological perspectives on classroom culture, I have drafted a French diction course that should improve not only students’ performance within university vocal music education, but also students’ confidence in their ability to …


Improving Early Detection Of Suicidal Ideation Through Routine Screening In Adults With General Anxiety Disorder, Brittanie N. Bush Dec 2025

Improving Early Detection Of Suicidal Ideation Through Routine Screening In Adults With General Anxiety Disorder, Brittanie N. Bush

Doctor of Nursing Practice

Suicide is a leading cause of death in the United States, with anxiety and depression recognized as independent risk factors for suicidal ideation (Centers for Disease Control and Prevention, 2024 September 26; Grant et al., 2023; Li et al., 2022; Moon et al., 2025; Wiebengo et al., 2021). Incorporating valid screening tools like the General Anxiety Disorder-7 and the Columbia-Suicide Severity Rating Scale can help identify suicidal ideation early, enabling quicker provider intervention (Johnson et al., 2019; O’Connor et al., 2022). The purpose of this project was to implement the Columbia-Suicide Severity Rating Scale as a standardized screening tool for …