Medicine and Health Sciences Commons^™

Synthetic Data Generation Of Health And Demographic Surveillance Systems Data: A Case Study In A Low- And Middle-Income Country, Dorcas G. Mwigereri, Nigel T. Kamotho, Akbar K. Waljee, Ryan T. Rego, Eileen M. Weinheimer-Haus, Farhana Alarakhiya, Anthony K. Ngugi, W. Nicholson Price, Ji Zhu, Stephen Peter Wong, Geoffrey H. Siwo

Articles

Objective: To evaluate effectiveness of open-source generative models in producing high-quality tabular synthetic data using a Health and Demographic Surveillance System (HDSS) dataset from rural Kenya, as a proof of concept in a low- and middle-income (LMIC) setting.

Materials and Methods: Three open-source models (CTGAN, TableGAN, and CopulaGAN) were used to generate synthetic data from the Kaloleni/ Rabai HDSS dataset. To assess the quality of the synthetic datasets generated by each model, we performed fidelity, utility, and privacy tests.

Results: CTGAN outperformed the other models, producing synthetic data that closely mirrored the statistical properties of the real dataset while preserving …

An Analysis Of Covid-19 Vaccine Hesitancy In The U.S., Hieu Trung Bui, Sandra Eksioglu, Ruben Proano, Sarah Nurre Pinkley

Industrial Engineering Faculty Publications and Presentations

Reluctance or refusal to get vaccinated, commonly known as Vaccine Hesitancy (VH), poses a significant challenge to COVID-19 vaccination campaigns. Understanding the factors contributing to VH is essential for shaping effective public health strategies. This study proposes a novel framework for combining machine learning with publicly available data to generate a proxy metric that evaluates the dynamics of VH faster than the currently used survey methods. The metric is input to descriptive classification models that analyze a wide array of data, aiming to identify key factors associated with VH at the county level in the U.S. during the COVID-19 pandemic …

Reprogramming Of Immunometabolic Functions In Brain Microvascular Endothelial Cells During Neuroinflammation: Insights From Ischemic Stroke And Sepsis, Shokofeh Rahimpourkaldeh

Graduate Theses, Dissertations, and Problem Reports (ETD)

Ischemic stroke and sepsis-associated encephalopathy (SAE) are two distinct conditions that share common pathophysiological mechanisms affecting brain microvascular endothelial cells (BMECs). Ischemic stroke results from an acute reduction in cerebral blood flow due to thrombosis or embolism, leading to energy failure, oxidative stress, and blood-brain barrier (BBB) dysfunction. SAE, a neurological complication of sepsis, arises from systemic inflammation, endothelial activation, and BBB disruption, leading to cognitive impairment and neuroinflammation. Despite their different etiologies, both conditions involve BMEC dysfunction as a central mediator of neurovascular injury. This dissertation aims to investigate the immunometabolic dysfunction of BMECs in ischemic stroke and sepsis, …

Transforming The Athlete Through Occupational Therapy-Facilitated Mentorship Programming, Cecelia D. Simons

Graduate Theses, Dissertations, and Problem Reports (ETD)

There is a high prevalence of role strain experienced among collegiate athletes with increased attention and awareness surrounding its impact on the transition out of sport and into the next phase of their lives. Many colleges and universities throughout the United States have developed career readiness programs focused on mental health, career transitions, and resilience training preparation for life after sport. However, these programs are often delivered in a group format, making it difficult to provide individualized support to student-athletes. This project elaborated on the role occupational therapy serves in both program development and the transition out of sport. This …

Using Visual Prompts To Analyze Ejection Fraction In Echocardiograms, Kevin Reisch

Graduate Theses, Dissertations, and Problem Reports (ETD)

Left ventricular ejection fraction (LVEF) is a critical biomarker for heart failure, but manual estimation from echocardiograms is time-consuming. Artificial intelligence can be used to accelerate this process, allowing clinicians to focus on other critical tasks. Current methods typically train models from scratch on echocardiogram datasets; however, this approach is limited by the scarcity of large medical imaging datasets, which are expensive and difficult to acquire. We present a transfer learning approach that leverages pretrained models from massive datasets, enabling continuous improvement as foundation models advance. Our method employs visual prompting to generate trainable masks for echocardiogram videos, transforming the …

Comparative Analysis Of Safety, Accuracy, Comprehensiveness, And Organization In Endodontic Patient Education Material: American Association Of Endodontics (Aae) Vs. Ai-Generated Content., Fabiola M. Salgado Reyes

Graduate Theses, Dissertations, and Problem Reports (ETD)

Comparative Analysis of Safety, Accuracy, Comprehensiveness, and Organization in Endodontic Patient Education Material: American Association of Endodontics (AAE) vs. AI-Generated Content. Fabiola Salgado Reyes, DMD Introduction: With patients increasingly using AI chatbots like ChatGPT4o and Copilot, it is essential to assess whether these tools can effectively support patient understanding of complex endodontic procedures. AI-generated responses may occasionally provide inaccurate, unsafe, disorganized, or content that is not comprehended. The purpose of this study is to examine if dental experts and patients can determine if patient education materials (PEMS) were 1) generated by AI; 2) medically safe; 3) accurate; 4) can be …

Improving Neuromuscular Blockade Surveillance In Anesthesia Care With Quantitative Train Of Four Monitoring, Carley S. Blair

Graduate Theses, Dissertations, and Problem Reports (ETD)

Problem Statement: Despite the availability of quantitative train of four (TOF) monitoring, anesthesia providers more frequently rely on tactile (qualitative) TOF monitoring, which is associated with underestimation of recovery from muscle relaxation. Inadequate recovery from muscle relaxants results in residual weakness and its associated complications in the postoperative period, including compromised respiratory function (Thilen et al., 2023).

Background: Neuromuscular blockade (NMB) drugs are required to facilitate endotracheal intubation and allow for surgical manipulation. When these drugs are used, train of four (TOF) stimulations are used to monitor and assess the depth and recovery from NMB. TwitchView monitors (quantitative monitoring) is …

“Promoting Safe Firearm Storage Through Media-Based Interventions”, Abigali Bordelon

2025 Honors Symposium

Although often underrepresented in public discussions of gun violence in the United States, unintentional pediatric shootings contributed to the ongoing gun violence endemic. These shootings routinely share characteristics which make them an ideal target for public health and injury prevention efforts. As individual's often learn about unintentional pediatric shootings and form opinions based on media reports of these incidents, it is crucial that we explore how the mainstream media is framing these events and what must be changed in order to better support prevention efforts. This project examines safe firearm storage patterns and attitudes within the U.S. and mainstream media …

Developing A Simplified Method Of Measuring Ultrafine Particulate Matter Dose Concentrations For Diesel Emissions, Nafisat Ohunene Isa

Graduate Theses, Dissertations, and Problem Reports (ETD)

Abstract

Developing a Simplified Method of Measuring Ultrafine Particulate Matter Dose

Concentrations for Diesel Emissions

Ultra-fine particulate matter (UFP), particularly from diesel emissions, poses significant health and environmental risks due to its small size and potential to penetrate deep into the respiratory system. Accurate measurement of UFP concentrations is essential for assessing exposure and mitigating health impacts. However, current methods for measuring UFP can be complex, time-consuming, and costly. This study aims to develop a simplified method for efficiently measuring UFP concentrations from diesel emissions, which will enable easier and more widespread monitoring of air quality and public health impacts. …

Adverse Childhood Experiences And Chronic Health Conditions In Black Individuals, Emily K. Etringer

Graduate Research Papers

The purpose of this study is to examine the relationship between Adverse Childhood Experiences (ACE) and chronic health conditions among Black individuals of different genders. The study employs quantitative research methods and utilizes secondary data analysis on the 2023 Behavioral Risk Factor Surveillance System (BRFSS) collected by the Centers for Disease Control and Prevention. Data was analyzed using descriptive statistics, including frequency, percent, mean, standard deviation, range, and inferential statistics, such as correlation analyses, independent groups t-tests, ANOVA, and Chi-square tests. This research revealed a statistically significant finding that Black individuals with an ACE score of 4+ have more chronic …

Blood Flow Restriction, Tendon Hypertrophy, And Strength Gain In The Biceps Brachii, Tonya M. Parker, Samuel Corbin, Matthew R. Feeback, Bailey Wilks, Andrew Lowe, Noelle Kaminski

Open Access Publishing Support Funded Articles

Introduction: Blood flow restriction (BFR) can improve muscular strength under lower loads versus traditional resistance training. Little research has been completed on the upper extremity and almost no targeted research on BFR and the tendon. Therefore, we aim to investigate the effects of BFR on the biceps brachii muscle and tendon compared to traditional resistance training.

Methods: Randomized controlled trial of healthy participants over seven weeks of completing bicep curls. Participants were randomly allocated to the BFR or control group (C). Ultrasound measurement of the tendon occurred at baseline, midpoint, and completion of study, while adjusted one repetition maximum (Adj1RM) …

Towards Developing Glut2 Specific Probes For Biochemical And Biomedical Applications, Abdelrahman Ismail

Dissertations, Master's Theses and Master's Reports

Facilitated Glucose transporters (GLUTs) are membrane proteins responsible for the uptake of simple sugars and other structurally similar metabolites in all mammalian cells. One of the hallmarks of cancer is dysfunctional sugar metabolism, known as the Warburg effect, and one of the manifestations of that effect is abnormal GLUT expression. There are 14 known GLUT proteins with different expression patterns in different tissues, and tumors tend to express certain GLUTs that are not present in surrounding healthy tissue. Therefore, selective targeting of GLUTs presents a potentially powerful tool for diagnostics and treatment of cancer and other diseases. This has been …

Cyanine-Based Dual-Emission Sensor For Ratiometric Nad(P)H Imaging In Cells, Renal Tissues, And Entire Organisms, Peter Agyemang

Dissertations, Master's Theses and Master's Reports

Monitoring the dynamic fluctuations of NADH and NADPH, key coenzymes in Intracellular redox homeostasis and bioenergetics, are essential for understanding both normal physiology and disease pathology. However, precise, real-time imaging of NAD(P)H levels in complex biological systems remains a major challenge due to interference from endogenous fluorescence and the limitations of intensity-based sensors. We present a newly engineered dual-emission fluorescent sensor, sensor A, which overcomes these obstacles by offering ratiometric detection with high specificity and sensitivity. The sensor features a 3-quinolinium moiety conjugated to a cyanine dye scaffold via an amine linker, enabling selective reactivity toward NAD(P)H. Upon reduction, …

Design And Development Of Fluorescent Probes For Sensing And Bioimaging Of Nad(P)H, Intracellular Viscosity, And So2, Dilka Liyana Arachchige

Dissertations, Master's Theses and Master's Reports

Understanding the dynamic biochemical and biophysical changes within living systems is vital for advancing disease diagnosis and therapeutic development. This work presents the design and development of innovative fluorescent probes, based on cyanine and coumarin scaffolds, for the highly sensitive and selective detection of key metabolic and biophysical markers, NAD(P)H, mitochondrial viscosity, and sulfur dioxide (SO₂) in live cells and fruit fly larvae. A series of cyanine-based probes were engineered to undergo strong fluorescence enhancement upon reduction by NAD(P)H, enabling real-time visualization of metabolic fluctuations in cancer cells and Drosophila larvae. These probes exhibit excellent sensitivity, mitochondrial targeting capability, and …

Newsletter From The Committee On The Status Of Women In The Economics Profession, Linda Tesar, Caitlin Myers, Sarah Baird, Sarah Hamersma, Kelly Jones, Kosali Simon, Jialan Wang

Global Health Faculty Publications

No abstract provided.

Impact Of Personalized Risk Scores On Shared Decision Making In Left Ventricular Assist Device Implantation: Findings From A Qualitative Study, Holland Kaplan, Kristin Kostick-Quenet, Benjamin Lang, Robert J Volk, Jennifer Blumenthal-Barby

Center for Medical Ethics and Health Policy Staff Publications

Objective: To assess stakeholders' perspectives on integrating personalized risk scores (PRS) into left ventricular assist device (LVAD) implantation decisions and how these perspectives might impact shared decision making (SDM).

Methods: We conducted 40 in-depth interviews with physicians, nurse coordinators, patients, and caregivers about integrating PRS into LVAD implantation decisions. A codebook was developed to identify thematic patterns, and quotations were consolidated for analysis. We used Thematic Content Analysis in MAXQDA software to identify themes by abstracting relevant quotes.

Results: Clinicians had varying preferences regarding PRS integration into LVAD decision making, while patients and caregivers preferred real-time discussions about PRS with …

"You Sure Feel Like You're Alone, Kind Of Flailing Away Out There": Family Caregiver Perspectives Of Caring For An Individual With Glioblastoma Multiforme, Christy Muasher-Kerwin, Abby Baumbach, Yujun Liu, M. Courtney Hughes

Faculty Articles, Papers, and Other Scholarship

Objectives

Glioblastoma multiforme (GBM) is the most common and aggressive form of brain cancer. Family caregivers of individuals with GBM must navigate a wide range of their care recipients’ physical, cognitive, and psychosocial deficits to provide effective care, which is both mentally and physically demanding. This study aimed to investigate the perspectives of family caregivers of GBM patients about the barriers and challenges they encounter when providing care to their care recipients. Methods

Nineteen current and former family caregivers for individuals with GBM participated in semi-structured interviews from October 2023 through January 2024. We conducted interviews virtually and used applied …

Comparison Of Dynamic Mode Decomposition With Other Data-Driven Models For Lung Cancer Incidence Rate Prediction, L. Raymond Guo, Jifu Tan, M. Courtney Hughes

Faculty Articles, Papers, and Other Scholarship

Introduction: Public health data analysis is critical to understanding disease trends. Existing analysis methods struggle with the complexity of public health data, which includes both location and time factors. Machine learning offers powerful tools but can be computationally expensive and require specialized knowledge. Dynamic mode decomposition (DMD) is an alternative that offers efficient analysis with fewer resources. This study explores applying DMD in public health using lung cancer data and compares it with other machine learning models.

Methods: We analyzed lung cancer incidence data (2000–2021) from 1,013 US counties. Machine learning models (random forest, gradient boosting machine, support vector machine) …

Mercury Concentrations, Health, And Marine Food Consumption Across Four Eastern Caribbean Populations: Insights From A Novel Community-Based Study, Russell Fielding, Catherine Brown, Jessica Dutton, Martin S. Forde, Heather Harewood, Lisa Hunt, Catherine Macdonald, Cameron Mewhirter, Vincent Reid, Madison Smith, Holly Taylor, Katelyn Zimmerman

Gulf and Caribbean Research

Mercury (Hg), as an environmental pollutant, can have harmful effects on human health. A common way that people are exposed to Hg is through seafood consumption. This project was designed to investigate Hg exposure through seafood consumption and its health effects among adults in 4 Caribbean countries: Barbados (n = 117), Grenada (n = 90), St. Lucia (n = 126), and St. Vincent & the Grenadines (n = 77). We applied a novel, community—based method, which involved recruiting and paying local barbers and hairstylists to collect hair samples from their clients who consented to join the project as participants. Participants …

All-Cause And Exacerbation-Related Readmissions In Thrombotic Microangiopathy Requiring Plasmapheresis: A Population-Based Cohort Study, Alexander R. Thebert, Toru Yoshino, Sae X. Morita, Misa Ito, Ayman Qasrawi, Hirotaka Kato

Internal Medicine Faculty Publications

Objective: Thrombotic microangiopathy (TMA) is a serious condition characterized by microangiopathic hemolytic anemia and thrombocytopenia, with high exacerbation rates. This study examined all-cause and exacerbation-related readmission risks among patients hospitalized with TMA requiring plasmapheresis.

Materials and Methods: Secondary analysis of the 2020 Nationwide Readmission Database was conducted, including discharge data from non-federal hospitals in 31 U.S. states. Patients aged 18 years or older admitted non-electively with a primary or secondary diagnosis of TMA requiring plasmapheresis were included. Exacerbation-related readmission was defined as subsequent admission requiring plasmapheresis within 7 or 30 days after the original discharge. Multivariable logistic regression and Cox …

Clonal Hematopoiesis Of Indeterminate Potential And The Risk Of Cognitive Impairment In The Women’S Health Initiative Memory Study, Yasminka A. Jakubek, Aaron P. Smith, Xiaoyan I. Leng, Megan E. Hall, Daniel Ezzat, Yash Pershad, Jason M. Collins, Md Mesbah Uddin, David W. Fardo, Pradeep Natarajan, Alexander G. Bick, Jacob O. Kitzman, Michael C. Honigberg, Kathleen M. Hayden, Joann E. Manson, Siddhartha Jaiswal, Eric A. Whitsel, Alexander P. Reiner

Internal Medicine Faculty Publications

INTRODUCTION

Clonal hematopoiesis of indeterminate potential (CHIP) confers an increased risk of several chronic aging-related diseases. Paradoxically, CHIP was associated with lower risk of dementia in recent studies.

METHODS

We examined associations between baseline CHIP and incident mild cognitive impairment (MCI) and/or probable dementia in the Women's Health Initiative Memory Study. CHIP was detected using blood-based targeted sequencing. Cox proportional hazards models examined time to onset of cognitive impairment, adjusting for traditional risk factors.

RESULTS

Using a conventional variant allele fraction (VAF) threshold of 2%, CHIP was not associated with incident cognitive impairment. The presence of larger CHIP clone (VAF …

Dual Biologic Therapy Induces Remission In Refractory Crohn’S Disease With Vedolizumab And Ustekinumab, Syed Adeel Hassan, Courtney Perry, Patrick Carey, Durham Colohan, Mohamed Gebril Eltaher, Nabila Dawoud, Mahmoud Elkammar, Waqas Rasheed, Casie Mayne, Amy Stuffelbeam, Deborah R. Auer Flomenhoft, Terrence A. Barrett

Internal Medicine Faculty Publications

Background

Despite advancements in the therapeutic armamentarium for Crohn’s disease (CD), biologic and small molecule monotherapies are associated with sub-optimal response and remission rates. Utilizing dual biologic therapy (DBT) holds the potential to increase efficacy in the treatment of refractory or partially responsive CD. Evidence pertaining to this strategy remains limited. Methods

We retrospectively examined refractory CD patients treated with a combination of ustekinumab and vedolizumab. Outcomes to DBT at week (wk) 52 were compared to monotherapy. The primary outcome constituted corticosteroid-free remission. Secondary outcomes included adverse events, infections, hospitalizations, surgeries, treatment persistence, and disease clearance. Results

Sixteen of 21 …

Faculty And Student Perspectives On Course Collaborations Within The Communication Sciences And Disorders Discipline, Shanna R. Morrison

Master's Theses and Doctoral Dissertations

Collaborative course (re)design (CCRD) allows faculty and students to redesign a course together that the faculty teaches and the student has previously taken. This process amplifies student voices and helps faculty better understand students’ perspectives. However, barriers such as faculty’s feelings of ownership, students’ hesitations to share feedback, and logistical challenges often discourage participation. This qualitative study explores the perspectives of students and faculty in the communication sciences and disorders discipline following their engagement in CCRD. Findings include shifts in participants’ teaching and learning perspectives, insight into partnership dynamics, logistical challenges of CCRD, and ideas for future CCRD implementation. This …

Implementing A Remote Patient Monitoring Program To Improve Nutrition Status In Infant With Cystic Fibrosis, Jessica Jones, Stacie Hunter, Kelli Williams, Petrissa Ncomo, Rapheal Peeples, Alex Pottorff, Lauren Lazar, Meghana Sathe

2025

No abstract provided.

Four Beating Quadrants, Sumaita Mahmood

Quill & Scope

No abstract provided.

He Wore Gold: A Pulse In Metal, A Story In Links, Priyanka Gera

Quill & Scope

No abstract provided.

Heartbeats, Romy Pein

Quill & Scope

No abstract provided.

Desert Tv At Cafecito, Ivan Dominguez

Quill & Scope

Arizona, 2024

4th Of July In Poughkeepsie, Ivan Dominguez

Quill & Scope

New York, 2024

Live In The Moment, Mary Kovoor

Quill & Scope

Great blue heron in Pleasantville, NY on a beautiful autumn day.

Spending time in nature has been proven to boost overall well-being.