Digital Commons Network^™

Parkinson’S Disease And Its Treatments: An Overview, Nathaniel Cook

Senior Honors Theses

Parkinson’s disease (PD) is a neurodegenerative disease closely associated with the accumulation of α-synuclein in neurons, and inhibition in the release of dopamine, a key neurotransmitter of the nervous system. Disruption in dopamine signaling can cause cognitive and motor dysfunctions, with tremor, bradykinesia, and rigidity being the most observable effects. There is no permanent treatment for PD, constituting the need for further research to improve current pharmaceutical approaches and possibly develop a cure. Main areas of research include improving medication via delivery methods, genetic mutation using CRISPR, and adaptive deep-brain stimulation. Recent developments and applications in these areas will be …

Understanding Delays In Emergency Department Care: A National Analysis Of Wait Times, Gregory Forsberg

Mathematics, Statistics, and Computer Science Honors Projects

Emergency department (ED) wait times remain a persistent bottleneck in the United States healthcare system, impacting patient outcomes, hospital efficiency, and equitable access to care. This study analyzes nationally representative data from the National Hospital Ambulatory Medical Care Survey (NHAMCS), a complex, multi-stage probability sample. Using survey-weighted analyses and predictive modeling, we examine the effects of patient characteristics, triage acuity, and visit timing. Results indicate that operational and system-level factors, including hospital capacity, geographic region, and temporal variation, are among the most influential predictors of ED wait times

Ai×Life 2026: Advances In Computational Biology Across Scales For Life & Health Sciences, Suma Mohan S., Devika N. T., Pranavathiyani G.

Conference Proceedings

Book of Abstracts of the International Conference, AIxLife 2026: Advances in Computational Biology Across Scales for Life & Health Sciences, held on 17–18 April 2026, SASTRA Deemed to be University, Thanjavur, Tamil Nadu, INDIA 

About the Conference

Conventional computational biology laid the foundation for biological data analysis through statistical models, algorithms, and curated databases, enabling insights into genes, proteins, and pathways. Today, the integration of artificial intelligence, spanning machine learning, deep learning, and large language models (LLMs) is driving a transformative shift across biological scales, from atomic and molecular interactions to pathways, cellular systems, organisms, and populations.

AI-powered approaches …

A New Generation Of Inhaled Vaccines, Clark Chapman

Undergraduate Honors Thesis Collection

Vaccines have stood the test of time as being one of the greatest developments in health history. Delivery of these life-saving vaccines has primarily remained reliant on intramuscular administration, which has its own collection of shortcomings. When considering what vaccine formulation is best suited to be a widely accessible and effective tool in the fight against respiratory pathogens, current data and science points to a number of improvements available to us. These improvements include:

• An inhaled formulation, uniquely stimulating mucosal immunity

• A dry powder formulation to improve long-term stability

• A live attenuated vaccine to increase immunogenic response …

Immersive Visualization Of Cardiac Segmentation And Analysis, Brandon Norman

Theses and Dissertations

Coronary artery disease remains one of the leading causes of death worldwide, making early detection and treatment critical to reducing mortality. While coronary angiography remains the gold standard procedure for diagnosing coronary artery disease, less invasive methods such as coronary computed tomography angiography and virtual fractional flow re-serve continue to improve. However, taking full advantage of volumetric coronary computed tomography angiography data requires extensive post-processing before the data can support geometric modeling, hemodynamic simulation, and analysis. Existing Open-Source Appli-cations provide powerful tools for these tasks, but their interaction models remain largely desktop based, restricting users to 2d manipulation and hindering …

Plasma Constituents Promote Endothelial Thromboinflammatory Dysfunction After Hemorrhagic Shock, Kelly E Sanders, Marissa D Pokharel, Baron K Osborn, Yao-Wei Wang, Charles E Wade, Lucy Z Kornblith, Mitchell J Cohen, Jessica C Cardenas

Faculty, Staff and Student Publications

Background: Hemorrhagic shock (HS) following traumatic injury is hallmarked by innate immune activation, hypercoagulability, and thromboinflammatory complications. To date, the direct link between HS, injury severity, and endothelial cell (EC) contributions to thromboinflammation remains poorly understood. The goals of this study were to determine the impact of injury severity and HS on endothelial-mediated thromboinflammation and examine whether these changes increase the propensity for thrombosis.

Methods: Plasma from 89 male trauma patients, stratified by HS and injury severity, and 10 healthy subjects were assessed for inflammatory mediators by BioPlex. Human lung microvascular endothelial cells were exposed to patient plasma for 4 …

The Prevalence Of Stress Fractures In Relation To Red-S Syndrome Among Various Sports In Collegiate Female Athletes, Lilianna G. Couch, Marilou D. Shreve

The Eleanor Mann School of Nursing Undergraduate Honors Theses

Background: RED-S is a risk factor for bone stress injuries in female athletes. Athletes that compete in sports that involve repetitive movements of impact are prone to stress injuries. The treatment of stress fractures requires addressing all potential causes of the injury to accelerate healing and prevent reinjury. Since RED-S is a well-established risk factor for stress injuries, early detection of RED-S is crucial to prevent long term negative health consequences in athletes including the development of stress fractures. It is also confirmed that certain sports have a higher prevalence of reported stress fractures in female athletes such as cross …

Himmelfarb Headlines - May/June 2026, The George Washington University, Himmelfarb Health Sciences Library

Himmelfarb Headlines (2009 - present)

News, information, and resources relating to the Himmelfarb Library that is of interest to patrons.

International Evidence-Based Guidelines For Traditional Chinese Medicine Management Of Allergic Rhinitis, Qin-Wei Fu, Peng Liu, Yan Ruan, Xin-Rong Li, Lan-Zhi Zhang, Sha-Sha Yang, Feng Chai, Ji Chen, Qiao-Yan Chen, Shu-Cheng Chen, Wen-Yong Chen, Yong-Na Chen, Hong-Bin Cheng, Lei Cheng, Lu-Jia Cui, Ke-Bin Deng, Cai-Shan Fang, Rong-Chang Feng, Li Fu, Wen-Yang Fu, Jian-Ying Gao, Hong Guo, Miao He, Ko-Hsin Hu, Chun-Jiang Huang, He-Yin Huang, Lu-Yun Jiang, Feng-Ying Qiao, Hui Leng, Yun-Ying Li, Chun-Song Liu, Da-Xin Liu, Jian-Hua Liu, Jin-Hui Liu, Jing Liu, Min Liu, Weiting Liu, Yuan-Xian Liu, Yang Liu, Ying Liu, Zhi-Qing Liu, Qiu-Lan Luo, Yu Ma, De-Hong Mao, Juan Meng, Kai-Yun Pang, Shun-Lin Peng, Xuan-Fu Tong, Ji Wang, Jia-Xi Wang, Jun-Ge Wang, Ren-Zhong Wang, Shi-Zhen Wang, Ji-Yan Xia, Hui Xie, Qiang Xie, Yan Xie, Da-Jing Xiong, Zhan-Feng Yan, Hui Yang, Da-Zheng Zhang, Fu-Bing Zhang, Shi-Peng Zhang, Zhi-Cheng Zhang, Ji-Ping Zhao, Yu Zhao, Yun Zheng, Dan-Zhu Zhong, Li Zhou, Valentin Mikhailovich Knyazev, Irina Viktorovna Kostrova, Wing-Fai Yeung, Qi Wang, De-Yun Wang, Qin-Xiu Zhang

Research outputs 2022 to 2026

Allergic rhinitis (AR) is a prevalent chronic condition that significantly impacts patients' quality of life and poses challenges to effective management. Traditional Chinese medicine (TCM) offers a holistic approach, emphasizing syndrome differentiation, individualized care, and natural treatment strategies. To develop comprehensive evidence-based guidelines for AR management using TCM interventions, incorporating rigorous evidence assessment and expert consensus. The guidelines were developed using the GRADE-TCM framework, analyzing 351 randomized controlled trials (RCTs) involving 43,276 participants. Supplementary evidence from published textbooks, standardized documents, ancient literature, and TCM medical records was incorporated. Five rounds of expert consensus, involving 80 expert person-times and over 10,000 …

Neuromuscular Performance Changes In Response To The Australian Special Forces Selection Course, Angela Uphill, Kristina L. Kendall, Stuart Guppy, Michael Vacher, Simon Parker, Hannah Brown, Brendan Ashmore, Travis Zomer, G. Gregory Haff

Research outputs 2022 to 2026

Introduction: Strenuous military activities, such as Special Forces (SF) selection courses, are known to involve high physical loads in the presence of food and sleep deprivation, which can have detrimental impacts on physical performance. Understanding the magnitude of performance deficit and the time required for recovery associated with these events, is important for injury prevention and maintaining operational readiness. The purpose of this study was to investigate the changes in physical performance in response to the Australian SF Selection Course (SF-SC) and to monitor recovery throughout 8 weeks following the course. Materials and Methods: Ninety-three healthy male participants (age: 28 …

Assessment Of Correctness, Content Omission, And Risk Of Harm In Large Language Model Responses To Ophthalmology Continuing Medical Education Questions, Jacqueline L. Chen, Amanda J. Lu, Rohan Verma, Li Wang, Douglas D. Koch, Allison J. Chen

SKMC Student Presentations and Publications

PURPOSE: To evaluate the accuracy and prose responses of 2 large language models (LLMs) to ophthalmology continuing medical education questions.

DESIGN: Question prompts and multiple choice (MC) answer options were input into the 2 LLMs, and responses were analyzed for accuracy and assessed for evidence of correctness, completeness, bias, and potential harm using a previously reported standardized rubric.

SUBJECTS: Basic and Clinical Science Course questions and MC answer options from the American Academy of Ophthalmology question bank were used as inputs into the 2 LLMs (ChatGPT-4 and Google Vertex's Gemini Pro 1.5).

METHODS: The MC responses were assessed for accuracy …

Toward An Understanding Of Social Marketing’S Influence On Alcohol-Related Behaviors In College Students: Health Promotion Strategies For College Campuses, Lily K. Richards

Honors Theses

Alcohol use among college students remains a persistent public health concern, influenced by a complex interaction of social, environmental, and behavioral factors. This literature review examines the prevalence of alcohol consumption in college populations, the associated short-term and long-term health consequences, and the role of social norms, peer influence, and environmental context in shaping drinking behaviors. Research consistently demonstrates that alcohol use is deeply embedded within college culture, where normative misperceptions and peer dynamics contribute to increased consumption. (Perkins, 2002; Borsari & Carey, 2001; Hingson et al., 2017). In addition, environmental factors such as alcohol availability and targeted marketing further …

An Evaluation Of Leading Indicators In The Construction Industry And Their Relationship With Incident Rates, Kitti Miller Whalen

All-Inclusive List of Electronic Theses and Dissertations

Improving safety programs has been a focus of organizations for decades. Historically, focus has been directed towards lagging indicators such as recordable incident rates and experience modification rate (EMR). While these remain beneficial, they are only one component of the broader framework. In recent years, companies have started to examine what occurs prior to an incident, which are known as leading indicators. The research into leading indicators is promising, however research into the area is limited. The focus of this study is to identify which leading indicators are most strongly associated with improved incident rates in the construction industry specifically. …

Grace Under Pressure: An Analysis Of School Administrator Personal And Professional Stress And Self-Efficacy, Andrew Mcdaniel

All-Inclusive List of Electronic Theses and Dissertations

Indiana public school administrators are one of the most important factors for a school’s academic success. If those administrators are effective, they can help maintain an excellent school’s academic success or perhaps even turnaround a failing school. Without a doubt, their performance is critical for a school’s success. If they have confidence in their ability to help create positive outcomes, their school can achieve great things. Unfortunately, assistant principals and principals are facing significant challenges, not only from schools, but also at home. How do these personal and professional stressors affect their sense of self-efficacy? The purpose of this study …

Construction Workers Noise Exposure And Hearing Conservation Program Needs, Quinn Noelle Overlin

Doctoral Scholarly Projects & Capstones

Noise exposure among construction workers is a pervasive occupational hazard with serious implications for long-term hearing health and overall well-being. This literature review examines the extent of noise exposures in the construction industry and the long-standing need for implementation of effective hearing conservation programs (HCPs). It synthesizes current evidence on exposure levels, health outcomes, and the effectiveness of existing interventions. Findings reveal that construction workers are routinely exposed to noise levels that exceed occupational safety standards, resulting in a heightened risk of noise-induced hearing loss (NIHL) and associated health consequences. Despite regulatory frameworks and available intervention strategies, substantial gaps persist …

From Data Digitization To Personalized Care: Deep Learning And Decision Analytics In Healthcare Systems, Ahla Ko

Graduate Theses and Dissertations

This dissertation traces a progression from foundational data infrastructure to individualized clinical decision-making, developing and evaluating three computational frameworks that advance healthcare efficiency and personalization through deep learning and decision analytics. The first study presents an end-to-end pipeline for automated recognition of handwritten medical forms, addressing persistent challenges in health data digitization. Integrating a YOLO-based field detection model, a Convolutional Recurrent Neural Network (CRNN) for text transcription, and a confidence-based human-in-the-loop quality assurance framework, the system achieved 99.75\% Exact Match Accuracy and a 0.13\% Character Error Rate on medical forms collected from a tuberculosis research project in Moldova. A GPU-accelerated …

Promises, Pitfalls, And Paths Forward For The Pediatric Research Equity Act., Alexa L. Pagano, Danielle J. Green, Jennifer Goldman, Anjali Deshmukh

Manuscripts, Articles, Book Chapters and Other Papers

IMPORTANCE: Since its enactment in 2003, the Pediatric Research Equity Act (PREA) has significantly increased the number of pediatric drug studies performed and expanded pediatric drug labeling. Despite these advancements, many drugs used in children still lack pediatric-specific US Food and Drug Administration (FDA) labeling, even when pediatric studies are required by law. Recent legislative changes strengthened the FDA's enforcement authority over PREA. As these changes are implemented, persistent gaps in pediatric drug development warrant examination. Addressing these gaps may help ensure that children are systematically included in clinical research and that medications used in children are supported by rigorous …

Clonal Hematopoiesis And Its Progression To Myeloid Neoplasms: Insights Into Risk, Biology, And Therapeutic Strategies, J. Scott Beeler, Matthew J. Walter, Kelly L. Bolton

2020-Current year OA Pubs

Clonal hematopoiesis (CH) is defined by the clonal expansion of hematopoietic stem and progenitor cells harboring somatic mutations that confer a fitness advantage. CH is common with advancing age and becomes nearly ubiquitous in middle age. Although typically asymptomatic, CH is associated with an increased risk of hematologic malignancies particularly myeloid neoplasms (MN), diverse non-malignant conditions, and all-cause mortality. Over the past decade, research has provided major insights into the origins of CH. In addition to aging, CH is promoted by environmental exposures, inherited genetic predisposition, and acquired conditions. Large-scale population and longitudinal sequencing studies have identified determinants of clonal …

Expanding Access To Noninvasive Spinal Neuromodulation For Pediatric Spinal Cord Injury Rehabilitation: A Comparative Device Study, Alice E C Palmer

College of Arts & Sciences Senior Theses

Paralysis following spinal cord injury (SCI) has traditionally been considered permanent due to the disruption of supraspinal input to spinal motor circuits. However, growing evidence suggests that spinal networks below the level of injury retain intrinsic motor-generating capabilities through central pattern generators. Transcutaneous spinal cord stimulation (scTS) is a noninvasive neuromodulation technique that delivers electrical stimulation through the skin to reactivate these spinal networks. Although prior studies demonstrate that scTS delivered through research-grade devices is safe and effective in adults and children with chronic SCI, clinical translation remains limited by lack of FDA-approved systems, high costs, and restricted access to …

Exploring Perceived Structural Barriers And Access Related To Menstruation And Menstruation Education, Rylie Sisengrath

The Eleanor Mann School of Nursing Undergraduate Honors Theses

Menstrual health is an important component of women’s health. However, many adolescents in the United States report feeling unprepared for menarche due to limited menstruation education. Menstruation education is limited, exclusively taught in schools with sex education courses, limiting the scope of female developmental education. Period poverty, limited access to menstrual education and hygiene products, continues to affect a large group of women. This study aimed to understand adolescents’ experiences with menstrual education, identify gaps in menstruation education, and explore structural and policy barriers affecting access to menstrual health resources. Using a cross-sectional survey with Likert-scale and open-response questions, quantitative …

Convergence And Divergence Of Opinion About Treatment Of Binocular Vision Disorders Among Vision Care Professionals, Sonia Young

Dissertations

There are three distinct professions prominent in the field of pediatric vision care. They are ophthalmology, optometry and orthoptics. All professions are integral to the detection and treatment of pediatric binocular vision disorders. However, distinct schools of thought exist to describe the best approach to pediatric binocular vision disorders and their treatments. Literature often highlights two opposing schools of thought represented by the “medical” and “behavioral” approaches. While there is academic debate about the merits and pitfalls of either approach, there is a paucity of nuanced perspectives which more closely resemble the ways in which pediatric ocular clinicians approach diagnosis …

Assessing The Needs Of Public Health Professionals In The Inland Empire, Esteban Silva-Garcia

Electronic Theses, Projects, and Dissertations

An effective public health system relies on the need for highly trained professionals with degrees or certifications within the field of public health. As public health continues to evolve, professionals are required to improve and evolve with the pace of technology and knowledge advancements. This project focuses on reviewing literature on the current ongoing needs of public health professionals and providing them with resources that are available at low to no cost. It surveys the needs of public health professionals in the Inland Empire and the solutions created by organizations and federal agencies to support professional development for current and …

Easy Travel-Friendly Snack Recipes For College Students To Support Mental Well-Being, Lidia Vides

Electronic Theses, Projects, and Dissertations

College is a pivotal period in life of a young adult, marked by newfound independence, increased responsibilities, heightened academic pressure, and significant changes in daily routine. While this transition can often be exciting for a young adult, it also presents many different challenges. As a result, many students experience increased levels of stress, anxiety, and depression. Nutrition plays a powerful yet often overlooked role in supporting mental and physical health. Current research studies show that a balanced diet rich in whole food ingredients can help regulate mood and promote emotional well-being through multiple biological pathways. However, despite this knowledge, convenient, …

Reducing Hospital Readmissions Through Pharmacist-Led Medication Reconciliation At Discharge, Ambreen Moazzam

Electronic Theses, Projects, and Dissertations

One of the ancient problems of the healthcare systems in the world is hospital readmission, which leads to increased costs, morbidity, and an unwarranted load on medical resources. One evidence-based intervention that can address this problem and improve medication accuracy and continuity of care is pharmacist-led medication reconciliation at discharge. The proposed project will identify the impact of pharmacist involvement in discharge pharmacy reconciliation on patient outcomes and readmission. The present paper is quantitative, descriptive study, where retrospective and prospective information was used to estimate medication discrepancies, readmission, and patient compliance in adult inpatients. The evidence substantiates pharmacist-led medication reconciliation …

Success In Motion: A Comparative Thematic Analysis Of Patient Success In Inpatient And Outpatient Physical Therapy, William T. Gish

Theses/Capstones/Creative Projects

Physical therapy is practiced across a wide range of clinical settings that differ substantially in patient populations, goals, and care timelines. While standardized outcome measures are commonly used to evaluate treatment effectiveness, little research has examined how physical therapists themselves define successful outcomes  or whether those definitions vary across inpatient and outpatient contexts. This study employed a qualitative mixed-methods design to explore how physical therapists conceptualize success in clinical practice. Ten licensed physical therapists participated in semi-structured interviews, which were analyzed using thematic analysis.

Supplementary quantitative data were collected via an online background survey. Five primary themes emerged: goal-oriented, patient-centered …

The Undergraduate Education And Scientific Literacy: Exploring How College Influences Student Perception Of Covid-19 Events, Peyton Brooking

Theses/Capstones/Creative Projects

Current undergraduate students received much of their education following the events of the COVID-19 pandemic. Many of these students experienced pandemic events before receiving any or most of their science-based higher education. Exploring their progress through higher education, and how it retroactively influenced their perception of pandemic events, serves as an informative research area. This study explores how undergraduate education in the sciences influences student engagement with complex recent events in science. In addition, this study asked how higher education builds confidence in interpreting this information. Additionally, students were surveyed to understand their scientific literacy baseline at the beginning of …

Utilizing Brain Computer Interfaces That Interact With A Virtual Keyboard, Skye Lilienthal

Honors Theses

A brain-computer interface (BCI) can allow someone to utilize electrical signals in their brain to complete tasks using a computer. BCIs can help people take advantage of technology to type without the need for a traditional keyboard setup. This paper used the OpenBCI Mark IV to test the effectiveness of non-invasive BCIs with dry electrodes within the OpenViBE P300 Speller. This paper shows how to use the P300 speller through a setup pipeline. Results indicate that electrode placement affects P300 accuracy and that areas related to visual processing improve accuracy, suggesting that P300 signals can be detected within OpenBCI Mark …

Spectral Characterization Of Colorectal Cancer Using Excitation-Scanning Hyperspectral Imaging, Natalie Hadad

Honors Theses

Colorectal cancer is one of the most common and deadly cancers worldwide, with a lifetime risk of approximately one in twenty-three for men and one in twenty-five for women. Although early detection significantly improves survival, current diagnostic approaches such as tissue biopsy are invasive, reliant on subjective interpretation, have extended turnaround times, and risk missing flat or depressed lesions that are more difficult to detect than raised polyps. These limitations highlight the need for objective, minimally invasive technologies capable of detecting early tissue changes. This study investigates excitation-scanning hyperspectral imaging (Ex-HSI) as a label-free optical approach for identifying colorectal cancer–associated …

Novel Biomarker Discovery In Multiple Sclerosis, Manisha Gangasani

Honors Theses

Multiple Sclerosis (MS) is a chronic neuroinflammatory disorder affecting the brain, spinal cord, and optic nerve. Patients experience cognitive, motor, autonomic, and emotional symptoms that often overlap with other neurological conditions, making early diagnosis challenging. Current diagnostic criteria require evidence of lesions with dissemination in time and space. Racial disparities in MS outcomes are well documented, with Black individuals often exhibiting greater disease severity, higher relapse rates, and increased disability compared to White individuals. These differences likely reflect a combination of genetic, biological, environmental, and healthcare access factors, underscoring the need to improve early diagnosis and reduce inequities in care. …

Ai Literacy In The Nursing Informatics Community: A Needs Assessment, Jerri Westphal

Doctoral Projects

Nursing informatics professionals are required to lead AI integration in healthcare, yet their baseline AI literacy, competency, and educational needs have not been formally assessed. This descriptive needs assessment examined AI literacy, competency, adoption readiness, and engagement among nursing informatics professionals, concurrently identifying educational priorities and preferred learning modalities. A cross-sectional survey was administered to members of the American Nursing Informatics Association (ANIA) and the broader community (N = 194). The N.U.R.S.E.S. framework (Hoelscher & Pugh, 2025) informed the survey instrument's domain structure. Five composite indices were developed: AI Familiarity, Knowledge, Attitude, Competency, and Use. Descriptive statistics and Pearson correlation …