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Towards More Effective And Efficient Ite And Board Preparation In Emergency Medicine: A Conceptual Framework Using Personality Preferences (Mbti) To Inform Study And Test-Taking Behaviors, James Espinosa, Robin Lahr, James Lee, Alan Lucerna May 2026

Towards More Effective And Efficient Ite And Board Preparation In Emergency Medicine: A Conceptual Framework Using Personality Preferences (Mbti) To Inform Study And Test-Taking Behaviors, James Espinosa, Robin Lahr, James Lee, Alan Lucerna

Rowan-Virtua Research Day

Background: Preparation for high-stakes examinations in Emergency Medicine (EM) relies heavily on question-bank practice, rapid decision-making, and targeted review. Despite standardized board-preparation resources, trainees demonstrate substantial variability in study behaviors and perceived efficiency. The Myers-Briggs Type Indicator (MBTI), widely used in medical education for communication and self-reflection, may offer a framework for understanding differences in study and test-taking behaviors, though it is not designed as a predictive psychometric tool.

Objective: To review existing literature relating MBTI preferences to learning behaviors and academic performance, and to propose a conceptual framework linking personality preferences to board-style test-taking patterns in EM trainees.

Methods: …


Comparison Of Ecg Features, Cardiac Biomarkers, And Clinical Outcomes In Three Waves Of Hospitalized Covid-19 Pneumonia Patients With Cardiovascular Events, Yuchen Han, Jahnavi Sunkara, Tshura S Ali, Harideep Samanapally, Vidyulata Salunkhe, Fnu Deepti, Emma C. Huang, Justin J. Huang, Maiying Kong, Jiapeng Huang May 2026

Comparison Of Ecg Features, Cardiac Biomarkers, And Clinical Outcomes In Three Waves Of Hospitalized Covid-19 Pneumonia Patients With Cardiovascular Events, Yuchen Han, Jahnavi Sunkara, Tshura S Ali, Harideep Samanapally, Vidyulata Salunkhe, Fnu Deepti, Emma C. Huang, Justin J. Huang, Maiying Kong, Jiapeng Huang

The University of Louisville Journal of Respiratory Infections

Background

Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) is a rapidly evolving virus that can severely impact the cardiovascular system. With new variants, it is important to characterize wave-specific (defined by dominant circulating variants) clinical changes.

Methods

A multi-center retrospective cohort study of patients hospitalized with SARS-CoV-2 community acquired pneumonia at eight adult acute-care hospitals in the city of Louisville, KY was conducted. Patients hospitalized with Coronavirus Disease 2019 (COVID-19) community acquired pneumonia who experienced a cardiovascular event between March 2020 and July 2022 were included in this analysis. Variant assignment was based on temporal prevalence rather than genomic confirmation, and …


Falling Star Program: A Visual Cue Intervention To Reduce Falls In Long-Term Care, Maggie Shanahan May 2026

Falling Star Program: A Visual Cue Intervention To Reduce Falls In Long-Term Care, Maggie Shanahan

Evidence-Based Practice Project Reports

Falls among older adults in skilled nursing and long-term care settings remain a leading cause of injury, functional decline, and increased healthcare utilization, contributing significantly to morbidity and mortality in this population (Centers for Disease Control and Prevention [CDC], 2023; Agency for Healthcare Research and Quality [AHRQ], 2022). The primary purpose of this project aimed to implement and evaluate a structured visual cue–based fall prevention intervention to reduce fall rates among high-risk residents in a long-term care facility in Northwest Indiana. The project included 23 participants aged 65 years and older who were identified as high risk for falls. Using …


Increasing Medication Adherence In Those With Hypertension, Holly Kimiecik May 2026

Increasing Medication Adherence In Those With Hypertension, Holly Kimiecik

Evidence-Based Practice Project Reports

Hypertension is a chronic condition characterized by persistently elevated blood pressure and remains a significant contributor to morbidity and mortality in the United States. According to the Centers for Disease Control and Prevention (2024), approximately 47.7% of U.S. adults have hypertension, yet only about one in five achieve blood pressure control below 130/80 mm Hg. Medication adherence plays a critical role in managing hypertension and preventing complications. Adults aged 18 years and older prescribed antihypertensive medications from a primary care clinic in Valparaiso, Indiana, participated in this six-week quality improvement intervention. Evidence from a comprehensive literature review supports combining patient …


Purine Metabolic Adaptation Protects The Endothelium From Disturbed Flow-Induced Dna Damage And Atherosclerosis, Qian Ma, Yongfeng Cai, Zhidan Zhang, Dingwei Zhao, Yuan Zhao, Peishan Xu, Tammy Lu, Wendy Zhang, Qiuhua Yang, Yaqi Zhou, Varadarajan Sudhahar, Tohru Fukai, Hanjoong Jo, Yiming Xu, Yuqing Huo May 2026

Purine Metabolic Adaptation Protects The Endothelium From Disturbed Flow-Induced Dna Damage And Atherosclerosis, Qian Ma, Yongfeng Cai, Zhidan Zhang, Dingwei Zhao, Yuan Zhao, Peishan Xu, Tammy Lu, Wendy Zhang, Qiuhua Yang, Yaqi Zhou, Varadarajan Sudhahar, Tohru Fukai, Hanjoong Jo, Yiming Xu, Yuqing Huo

Faculty, Staff and Students Publications

Despite effective lipid-lowering therapies, atherosclerosis continues to be a leading cause of death, with considerable residual cardiovascular risk. Atherosclerotic lesions develop preferentially at arterial regions exposed to disturbed flow (d-flow), which induces genomic stress, endothelial injury, and barrier dysfunction. Hemodynamic forces are known to reprogram endothelial metabolism, but the role of de novo purine synthesis (DNPS), which supplies nucleotides for genome maintenance and whose terminal steps are catalyzed by the bifunctional enzyme ATIC, remains undefined in atherosclerosis. By integrating bulk and single-cell multiomics with in vitro flow systems and in vivo models, we show that d-flow upregulates DNPS and ATIC …


Cpt1a Loss Promotes Lung Metastasis In Immune-Competent Mice Via A Mechanism Of Mtdna Release And Chronic Activation Of Sting Pathway, Xiaoyong Wang, Shu-Ting Chou, Yoonha Hwang, Jin Chen, Deanna N Edwards May 2026

Cpt1a Loss Promotes Lung Metastasis In Immune-Competent Mice Via A Mechanism Of Mtdna Release And Chronic Activation Of Sting Pathway, Xiaoyong Wang, Shu-Ting Chou, Yoonha Hwang, Jin Chen, Deanna N Edwards

Faculty, Staff and Students Publications

The metastatic progression of breast cancer involves complex interactions between tumor cells and immune cells, including T cells that exert cytotoxic pressure to limit metastasis. Tumor cells reprogram their metabolism to evade immune surveillance, a critical step to achieving metastatic outgrowth. Using an unbiased CRISPR screen targeting metabolism-related genes and a clinically relevant spontaneous metastasis mouse model, we identified CPT1A, the rate-limiting enzyme in fatty acid β-oxidation, as a suppressor of immune-dependent metastasis. Loss of CPT1A enhances lung metastasis in immunocompetent mice, but not Rag1 KO mice that lack mature lymphocytes. Loss of CPT1A triggers cytosolic mitochondrial DNA (mtDNA) release …


Anthropometric Measurements Inform Complete Concentric Collapse Status In Patients With Obstructive Sleep Apnea, Jordan Weiner, Eugene Chio, Raj Dedhia, Colin Huntley, Michael Hutz, Phillip Huyett, Daniel Lee, Philip Losavio, Ilya Perepelitsyn, Ryan Soose, David Kent May 2026

Anthropometric Measurements Inform Complete Concentric Collapse Status In Patients With Obstructive Sleep Apnea, Jordan Weiner, Eugene Chio, Raj Dedhia, Colin Huntley, Michael Hutz, Phillip Huyett, Daniel Lee, Philip Losavio, Ilya Perepelitsyn, Ryan Soose, David Kent

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

OBJECTIVE: Hypoglossal nerve stimulation in the US requires drug-induced sleep endoscopy to exclude patients with complete concentric collapse. This is an expensive and time-consuming requirement. We hypothesized that supine pharyngeal width, and other demographic and polysomnographic variables would associate with complete concentric collapse.

STUDY DESIGN: Prospective, multicenter cohort study.

SETTING: 10 centers in the United States with experience selecting patients for and performing airway surgeries for sleep apnea including hypoglossal nerve stimulation implantation.

METHODS: 600 patients meeting criteria for hypoglossal nerve stimulation underwent measurement of supine pharyngeal width and collection of demographic and polysomnographic data followed by drug-induced sleep endoscopy. …


Isass Brave New Continuing Medical Education World: The Stifling Of Innovation In Spine Surgery Through Overrestriction Of Collaboration, Morgan P. Lorio, Kai-Uwe Lewandrowski, Óscar L. Alves, Avelino Parajón, Matthew Scott-Young, Hansen A. Yuan, Alex R. Vaccaro May 2026

Isass Brave New Continuing Medical Education World: The Stifling Of Innovation In Spine Surgery Through Overrestriction Of Collaboration, Morgan P. Lorio, Kai-Uwe Lewandrowski, Óscar L. Alves, Avelino Parajón, Matthew Scott-Young, Hansen A. Yuan, Alex R. Vaccaro

Department of Orthopaedic Surgery Faculty Papers

BACKGROUND: in 2020, the accreditation Council for Continuing Medical education (aCCMe) released the Standards for Integrity and Independence in Accredited Continuing Medical Education, effective january 1, 2022, to ensure that accredited activities are accurate, balanced, evidence-based, and clearly separated from marketing and sales. although these aims are broadly supported, implementation may have unintended consequences in procedure-intensive specialties such as spine surgery, where surgeon–industry collaboration often drives device innovation, clinical trials, and dissemination of new techniques.

OBJECTIVE: To examine how current interpretations of ACCME eligibility and financial-relationship standards may affect continuing medical education in spine surgery and to propose practical adaptations …


Diabetic Nephropathy Masquerading As Systemic Disease: The Critical Role Of Renal Biopsy In A Young Uninsured Woman With Nephrotic Syndrome, Yolanda V. Gutierrez, Alexis Vargas Del Toro, Cristina Kochi Yamamoto, Jose Loayza Pintado, Andres Suarez-Parraga May 2026

Diabetic Nephropathy Masquerading As Systemic Disease: The Critical Role Of Renal Biopsy In A Young Uninsured Woman With Nephrotic Syndrome, Yolanda V. Gutierrez, Alexis Vargas Del Toro, Cristina Kochi Yamamoto, Jose Loayza Pintado, Andres Suarez-Parraga

School of Medicine Publications

Nephrotic syndrome can have overlapping features across multiple diseases, making diagnosis difficult without tissue confirmation. We describe a 30-year-old uninsured Hispanic woman with type 1 diabetes, hypertension, and CKD3B who presented with nephrotic syndrome, sepsis, and progressive muscle weakness. Her pleural effusions, periorbital changes, elevated free light chains, and dysphagia raised concern for systemic conditions such as amyloidosis or polymyositis, especially given inconsistent outpatient follow-up. Because her management would differ significantly depending on the underlying cause and due to the high risk of loss to follow-up, a renal biopsy was pursued. Serologic studies were unremarkable, and biopsy ultimately confirmed diabetic …


Automated Analysis Of Radiation Oncology Incident Reports Using Large Language Models, Nathan A. Dobranski May 2026

Automated Analysis Of Radiation Oncology Incident Reports Using Large Language Models, Nathan A. Dobranski

LSU Master's Theses

Patient safety incident reporting in radiation oncology requires expert analysis that is time-intensive and subject to variability. This thesis presents the development and technical validation of a locally deployed large language model (LLM) system for automated incident report analysis across multiple cancer centers. The system was designed for automated summarization and taxonomy assignment of Radiation Oncology Incident Learning System (RO-ILS) reports, operating entirely on local infrastructure to preserve patient privacy. A two-round, multi-rater evaluation methodology was employed, incorporating 600 total expert evaluations from two academic cancer centers. Round 1 established baseline performance using Mistral 7B and Mixtral 8x7B models with …


Implementation Of Evidenced Based Practice Guidelines For Reducing Emergence Delirium In Elderly Patients Undergoing A Total Hip Replacement, Luke D. Kleinfelder May 2026

Implementation Of Evidenced Based Practice Guidelines For Reducing Emergence Delirium In Elderly Patients Undergoing A Total Hip Replacement, Luke D. Kleinfelder

Doctor of Nursing Practice Scholarly Projects

A total hip replacement is a common surgery for the elderly population, as it is a successful treatment option for hip fractures and end-stage osteoarthritis, a common condition associated with aging. Recovery from surgery is critical, and any postoperative complication can delay recovery, increase cost, lengthen hospital stay, and lead to a poorer long-term surgical outcome. One of the most common and severe postoperative complications for elderly patients following general anesthesia is emergence delirium. Traditional practice focuses on treating the symptoms of emergence delirium reactively instead of proactively and lacks standardized guidelines. Recent literature found a promising decrease in the …


Proposed Evidence-Based Practice Guidelines For Using Esmolol To Blunt The Sympathetic Stress Response To Laryngoscopy And Intubation, Maya Kurdi May 2026

Proposed Evidence-Based Practice Guidelines For Using Esmolol To Blunt The Sympathetic Stress Response To Laryngoscopy And Intubation, Maya Kurdi

Doctor of Nursing Practice Scholarly Projects

Direct laryngoscopy (DL) and endotracheal intubation (ETI) are standard procedures performed during general anesthetic induction, which provoke a sympathetic stress response that can result in intraoperative hemodynamic instability. Traditional agents like lidocaine and fentanyl, commonly used to mitigate the stress response, have limitations and can lead to adverse effects. Recent literature suggests that esmolol, an ultra-short-acting, cardio-selective beta-1 adrenergic receptor antagonist, may be an effective alternative due to its rapid onset, short duration, and minimal side effects. This final scholarly project (FSP) aims to develop evidence-based practice guidelines for using esmolol as an adjunctive induction agent. A systematic literature review …


Assessing The Risk Of Low Energy Availability In Ncaa Division Iii Female Soccer Players, Emma C. Sturts May 2026

Assessing The Risk Of Low Energy Availability In Ncaa Division Iii Female Soccer Players, Emma C. Sturts

Masters Theses/Capstone Projects

 

Low Energy Availability (LEA) can occur when an athlete’s energy intake is insufficient to meet the physiological demands of training as well as normal physiological functions. Female soccer players may be at an increased risk of developing LEA due to the high exercise energy expenditure paired with decreased energy intake. The purpose of this study is to assess the prevalence of LEA among Division III female soccer players. Division III female soccer players (n = 11) completed the Low Energy Availability in Females Questionnaire (LEAF-Q). 45.5% (n = 5) of the participants were classified as “At Risk” for LEA. Of …


Tropomyosin-Related Kinase Receptor Type B Agonism In Geographic Atrophy-The Translational Challenges From Preclinical Data To A First-In-Human Trial, David Brown, Oliver Zeitz, Clare Bailey, Sunir J. Garg, Karl Csaky, James Talks, Sobha Sivaprasad, Peter M. Benz, Rolf Herrmann, Remko A. Bakker, Sebastian Bandholtz, Ankit Mittal, Qihong Huang, Serge Kosobokovs, Gudrun Simons, Andrea Giani, Jochen Huber, Martin Gliem May 2026

Tropomyosin-Related Kinase Receptor Type B Agonism In Geographic Atrophy-The Translational Challenges From Preclinical Data To A First-In-Human Trial, David Brown, Oliver Zeitz, Clare Bailey, Sunir J. Garg, Karl Csaky, James Talks, Sobha Sivaprasad, Peter M. Benz, Rolf Herrmann, Remko A. Bakker, Sebastian Bandholtz, Ankit Mittal, Qihong Huang, Serge Kosobokovs, Gudrun Simons, Andrea Giani, Jochen Huber, Martin Gliem

Wills Eye Hospital Papers

OBJECTIVE: To report results of the first-in-human trial of intravitreal tropomyosin-related kinase receptor type B (TrkB) agonist BI 754132 in participants with geographic atrophy (GA). To discuss BI 754132 clinical data in the context of the preclinical findings and their translation into human data.

DESIGN: An open-label, uncontrolled, nonrandomized phase I trial (NCT04002310) assessing the safety, tolerability, and pharmacokinetics of BI 754132 in participants with GA supported by preclinical data.

PARTICIPANTS: Participants with GA recruited between July 2019 and August 2022 in the United States and UK.

METHODS: Clinical trial comprising a single rising dose (SRD) part (n = 15) …


Nuclear Export As A Therapeutic Vulnerability In Zfta-Rela Ependymoma, Siri M Ippagunta, Amir Arabzade, Srinidhi Varadharajan, Erik Emanus, Amanda Bland, Alisha Kardian, Nicholas Laboe, Hua Sun, Tuyu Zheng, Amelia Hancock, Mark Zhai, Emma Caesar, Maxwell Park, Wilda Orisme, Melissa Johnson, Brittany Rodgers, Gregory H Turner, Jeffrey Steinberg, Burgess Freeman, Martine F Roussel, Anang Shelat, Richard Kriwacki, Thomas E Merchant, Benjamin Deneen, Michael D Taylor, Sameer Agnihotri, Shondra Pruett-Miller, Jacob A Steele, Anoop Murthy Kavirayani, David W Ellison, Arzu Onar-Thomas, Giles Robinson, Stephen C Mack, Kelsey C Bertrand May 2026

Nuclear Export As A Therapeutic Vulnerability In Zfta-Rela Ependymoma, Siri M Ippagunta, Amir Arabzade, Srinidhi Varadharajan, Erik Emanus, Amanda Bland, Alisha Kardian, Nicholas Laboe, Hua Sun, Tuyu Zheng, Amelia Hancock, Mark Zhai, Emma Caesar, Maxwell Park, Wilda Orisme, Melissa Johnson, Brittany Rodgers, Gregory H Turner, Jeffrey Steinberg, Burgess Freeman, Martine F Roussel, Anang Shelat, Richard Kriwacki, Thomas E Merchant, Benjamin Deneen, Michael D Taylor, Sameer Agnihotri, Shondra Pruett-Miller, Jacob A Steele, Anoop Murthy Kavirayani, David W Ellison, Arzu Onar-Thomas, Giles Robinson, Stephen C Mack, Kelsey C Bertrand

Faculty, Staff and Students Publications

Background: Ependymoma (EPN) is the third most common pediatric brain tumor with no targeted therapies available to patients. In supratentorial ependymoma, the most frequent driver alteration is a gene fusion between ZFTA and RELA (denoted ZR), leads to constitutive localization of ZR in the nucleus. Because ZR is not currently druggable, we tested whether ZR expression leads to aberrant protein interactions that could represent therapeutic vulnerabilities.

Methods: Using CRISPR-Cas9 pooled screening, we identified many novel druggable ZR interacting proteins including XPO1, CARM1, SMARCA4, and CDK1. We focused on the nuclear export protein (XPO1), given the ability of most XPO1 inhibitors …


Morphological Assessment Of Stage Hh38 Of The Japanese Quail (Coturnix Japonica) Heart By Micro-Sonogram, Jaden Roe, Ashlyn Benavides, Michael B. Filla, Douglas C. Bittel, Whitney Shae, Geetha Haligheri, James E. O'Brien, Nataliya Kibiryeva May 2026

Morphological Assessment Of Stage Hh38 Of The Japanese Quail (Coturnix Japonica) Heart By Micro-Sonogram, Jaden Roe, Ashlyn Benavides, Michael B. Filla, Douglas C. Bittel, Whitney Shae, Geetha Haligheri, James E. O'Brien, Nataliya Kibiryeva

Manuscripts, Articles, Book Chapters and Other Papers

A challenge of studying mammalian cardiac embryogenesis is the limited ability to perform experimental manipulations in animal models. The avian embryo is widely accepted as a model for mammalian heart developmental studies. In this study, we establish the methodology and protocols for studying the Japanese quail (Coturnix japonica) heart at embryonic day 10 (HH38) using the FUJIFILM VisualSonics Vevo 3100 ultrasound system equipped with a MX550D small animal cardiology transducer. These protocols were designed to measure right ventricular wall thickness, pulmonary artery diameter, and the outflow velocities of the right ventricular outflow tract (RVOT) and the pulmonary artery …


Personalized Treatment Of Chronic Tendinopathy Using Ultrasound And Neuroimmune Markers: A Narrative Review, Rohan Phadke, Samer Salman, Kirtan Patel, Jad Wardeh, Akhil Marupudi, Rahul Kumar, Arbaz A. Momin, Alireza Tavakkoli May 2026

Personalized Treatment Of Chronic Tendinopathy Using Ultrasound And Neuroimmune Markers: A Narrative Review, Rohan Phadke, Samer Salman, Kirtan Patel, Jad Wardeh, Akhil Marupudi, Rahul Kumar, Arbaz A. Momin, Alireza Tavakkoli

Department of Neurosurgery Faculty Papers

Introduction: : Chronic tendinopathy affects approximately 30% of musculoskeletal consultations, yet treatment outcomes remain inconsistent despite numerous available interventions. This variability stems from the absence of validated frameworks to match individual patients to optimal treatments based on underlying pathophysiology. To synthesize current evidence on ultrasound imaging biomarkers, neuroimmune mechanisms, and interventional therapies in chronic tendinopathy, and propose a clinically applicable framework integrating ultrasound phenotyping with neuroimmune assessment to guide personalized treatment selection. Methods: A systematic literature search was conducted across PubMed, Scopus, and Web of Science through December 2025. Studies examining ultrasound/elastography imaging, neuroimmune mechanisms, or treatment interventions in chronic …


Mycobacterium Chimaera In A Young Patient Without Underlying Cardiac Surgery History, Kate A. Szczesniak, Rakesh Shah, Malitha Hettiarachchi May 2026

Mycobacterium Chimaera In A Young Patient Without Underlying Cardiac Surgery History, Kate A. Szczesniak, Rakesh Shah, Malitha Hettiarachchi

Conference Presentation Abstracts

Introduction/Objective Mycobacterium chimaera (M. chimaera), within the Mycobacterium Avium Complex (MAC), is a slow-growing nontuberculous mycobacterium (NTM) species that is most often characterized by nonspecific symptoms of night sweats, fever, and fatigue. Due to the nonspecific symptoms of M. chimaera and the rarity of this infection, delayed or misdiagnosis occurs in these patients. Risk factors of contaminated heater-cooler units used in cardiac surgery have been reported; however, cases without this exposure, such as this case, have been cited less commonly. This case of M. chimaera will present a young patient initially presenting with dyspnea who was found to have a …


Impact Of Intracranial Pressure Monitoring On 30-Day Mortality In Severe Traumatic Brain Injury: A Retrospective Cohort Study In Kenya, George Ongas, Idris Chikophe, Jacqueline Mavuti, David Olunya, Mubashir Qureshi, Beverly Cheserem, Edwin Mogere May 2026

Impact Of Intracranial Pressure Monitoring On 30-Day Mortality In Severe Traumatic Brain Injury: A Retrospective Cohort Study In Kenya, George Ongas, Idris Chikophe, Jacqueline Mavuti, David Olunya, Mubashir Qureshi, Beverly Cheserem, Edwin Mogere

General Surgery, East Africa

OBJECTIVE The objective of this study was to evaluate 15-year trends in epidemiology, baseline severity, management, and outcomes of severe traumatic brain injury (sTBI) at a Kenyan tertiary center, and to determine the impact of invasive intracranial pressure (ICP) monitoring on 30-day mortality in a low- and middle-income country (LMIC) context.

METHODS A retrospective quasi-experimental cohort analysis of consecutive sTBI admissions (postresuscitation Glasgow Coma Scale [GCS] score ≤ 8, age ≥ 13 years) from January 1, 2010, to December 31, 2024, was conducted. This time period was divided into two eras: era 1 (2010–2014), premonitoring, and era 2 (2015–2024), routine …


Targeting The Dorsolateral Prefrontal Cortex With Transcranial Direct Current Stimulation To Improve Depression And Anxiety In Parkinson's Disease, Brock Renicks May 2026

Targeting The Dorsolateral Prefrontal Cortex With Transcranial Direct Current Stimulation To Improve Depression And Anxiety In Parkinson's Disease, Brock Renicks

Honors Theses

The aim of this study is to observe the outcomes of transcranial direct current stimulation (tDCS) as a treatment for Parkinson’s Disease (PD). This study will primarily look at changes in depression and anxiety, as these symptoms are often comorbid with Parkinson’s Disease. Transcranial direct current stimulation is a non-invasive, very low-intensity form of electrical stimulation of the brain. It is being increasingly used as a form of treatment for Parkinson’s Disease and depression and anxiety, however the literature is ambiguous, showing mixed results throughout various studies, with no standardization of tDCS administration. To determine the effect of tDCS on …


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 May 2026

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 …


Convergence And Divergence Of Opinion About Treatment Of Binocular Vision Disorders Among Vision Care Professionals, Sonia Young May 2026

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 …


Promises, Pitfalls, And Paths Forward For The Pediatric Research Equity Act., Alexa L. Pagano, Danielle J. Green, Jennifer Goldman, Anjali Deshmukh May 2026

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 …


Spectral Characterization Of Colorectal Cancer Using Excitation-Scanning Hyperspectral Imaging, Natalie Hadad May 2026

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 May 2026

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. …


Clinical Pathway For Rhogam Administration In The Emergency Department, Lauren Kyzar, Amy Bigham May 2026

Clinical Pathway For Rhogam Administration In The Emergency Department, Lauren Kyzar, Amy Bigham

Appalachian Student Healthcare Research Review

Background: Clinical pathways in emergency departments (ED) are designed to standardize patient care and reduce variability in clinical practice. In a rural hospital setting, the ED management of RhoGAM administration in pregnant patients with vaginal bleeding varied by provider with no standard of care achieved. This approach raised concerns about potential patient safety issues.

Methods: In response, the local emergency department medical director, in conjunction with local perinatal providers developed a clinical pathway to standardize care and optimize RhoGAM administration. The clinical pathway was implemented to the local ED providers over a three-month period. Retrospective chart review for Type and …


A Meta-Analysis Of Endometrial Cancer Metabolites As Potential Non-Invasive Biomarkers, Makenna K. Johnson May 2026

A Meta-Analysis Of Endometrial Cancer Metabolites As Potential Non-Invasive Biomarkers, Makenna K. Johnson

Honors Theses

Endometrial Cancer (EC) is the most prevalent gynecological cancer in the United States and causes tens of thousands of deaths. Despite its massive negative impact in developed countries, there currently is no reliable screening tool used to diagnose women. Due to this urgent need for minimally invasive and precise techniques to diagnose this malignancy, the metabolomics field has been at the forefront of current research. An untargeted mass-spectrometry approach is used by many researchers to form an initial hypothesis as to which metabolites are key in identifying EC cases. However, there are sometimes inconsistencies between studies. A meta-analysis approach examines …


Population Pharmacokinetics And Dosing Simulations Of Pentobarbital In The Pediatric Population, Victoria Etges Helfer, Lorena Medina-Aymerich, William J. Muller, Marisa Meyer, Amira Al-Uzri, Russell Mcculloh, Chi D. Hornik, Stephen J. Balevic, Rachel G. Greenberg, Daniel K. Benjamin, Sarah G. Anderson, Daniel Gonzalez May 2026

Population Pharmacokinetics And Dosing Simulations Of Pentobarbital In The Pediatric Population, Victoria Etges Helfer, Lorena Medina-Aymerich, William J. Muller, Marisa Meyer, Amira Al-Uzri, Russell Mcculloh, Chi D. Hornik, Stephen J. Balevic, Rachel G. Greenberg, Daniel K. Benjamin, Sarah G. Anderson, Daniel Gonzalez

Department of Pediatrics Faculty Papers

Pentobarbital is a barbiturate with sedative and anticonvulsant properties, occasionally used in pediatric patients for preoperative sedation, deep sedation during mechanical ventilation, and seizure control. Despite its long-standing clinical use, age-appropriate dosing remains challenging due to variability across studies and limited pediatric pharmacokinetic (PK) data. This study (NCT01431326) aimed to characterize the population pharmacokinetics of pentobarbital in pediatric patients (birth to 21 years) and evaluate dosing strategies using model-based simulations. A two-compartment population PK model, allometrically scaled to total body weight, adequately described pentobarbital plasma concentrations, with no additional covariates identified as significant. Simulations were conducted across four age groups: …


Diagnostic Ability Of Rate Of Torque Development For Patellofemoral Pain, Arun Loganathan, Neal R. Glaviano Phd, Sungwan Kim Phd May 2026

Diagnostic Ability Of Rate Of Torque Development For Patellofemoral Pain, Arun Loganathan, Neal R. Glaviano Phd, Sungwan Kim Phd

Honors Scholar Theses

Context: Patellofemoral pain (PFP) is a highly prevalent condition (22.7% in general population) that significantly impacts the quality of life of those who suffer from it. However, there is no gold standard test to diagnose it yet, leading to inconsistencies with treatment as well as delayed intervention. Rate of torque development (RTD) is a neuromuscular measure that has shown strong connections to PFP.

Objective: The purpose of this study is to determine the diagnostic ability of RTD for PFP.

Design: Cross-sectional.

Setting: Laboratory.

Participants: Thirty-five individuals with PFP (24 males and 11 females, 22.7 ± 3.7 years, 1.67 ± 0.1 …


Validation Of A Real-Time Pcr Laboratory Developed Test For The Detection Of Pneumocystis Jirovecii In Bronchoalveolar Lavage Samples, Caitlyn Moon May 2026

Validation Of A Real-Time Pcr Laboratory Developed Test For The Detection Of Pneumocystis Jirovecii In Bronchoalveolar Lavage Samples, Caitlyn Moon

Honors Scholar Theses

Pneumocystis jirovecii is an opportunistic, host-obligate fungal pathogen responsible for causing P. jirovecii pneumonia (PJP) in humans. PJP is treated with trimethoprim-sulfamethoxazole (TMP-SMX), a strong broad-spectrum antibiotic that carries risk of renal and hepatotoxicity. Therefore, rapid diagnosis or exclusion of PJP is crucial to ensure PJP-positive patients receive effective treatment and PJP-negative patients avoid unnecessary antibiotics. Unlike most microorganisms, P. jirovecii cannot be cultured, presenting complications for the typical methods of diagnosing fungal pathogens. Historically, the gold standard for diagnosis was direct microscopic examination with stains such as methenamine silver and calcofluor white, but this diagnostic technique requires highly skilled …