Analytical, Diagnostic and Therapeutic Techniques and Equipment Commons^™

Antibody-Mediated Allograft Rejection 23 Years After Heart Transplant, Jorim Parmar, Boney Lapsiwala, Devika Adusumilli, Sienna Luk, Nguyen Dung, Song Li, Kamala Tamirisa

North Texas GME Research Forum 2026

INTRODUCTION: Orthotopic heart transplantation (OHT) remains the gold standard treatment for patients with advanced heart failure refractory to optimal medical and device-based therapies. Despite advances in perioperative management, immunosuppressive regimens, and long-term surveillance protocols, graft rejection remains a major determinant of post-transplant morbidity and mortality [1]. We report a case, representing one of the longest documented intervals in literature, of suspected antibody-mediated rejection (AMR) occurring 23 years after heart transplantation in which conventional endomyocardial biopsy (EMB) could not be successfully performed. This case highlights the diagnostic uncertainty associated with very late AMR and underscores the potential role of clinical presentation, …

Tricenarian Seizure Cascade: Uremic Encephalopathy And Suspected Dialysis Disequilibrium, Purva Dahat, Jessica Nguyen, Sara Abuelayyan, Amnah Andrabi

North Texas GME Research Forum 2026

Introduction Uremic encephalopathy and dialysis disequilibrium syndrome (DDS) are distinct neurologic complications of renal failure that can precipitate seizures. While uremic encephalopathy reflects toxin-mediated metabolic dysfunction, DDS may occur during hemodialysis initiation from rapid osmotic shifts. They are usually described as separate entities, particularly in established CKD. Sequential neurologic events spanning the pre-dialysis period and dialysis initiation in previously undiagnosed renal failure are poorly characterized.

Case presentation A previously healthy African American man in his 30s with no known history of kidney disease presented with new-onset generalized tonic-clonic seizure accompanied by respiratory distress. Initial laboratory testing revealed profound azotemia with …

Improving Cord Gas Collection Rates On Labor & Delivery, Sandra Zhi, Diane Gilbertson, Ifeoluwa Adesina-Aina, Sarah Moore, Jack Graham

North Texas GME Research Forum 2026

Background: Cord blood gas measurements are helpful to determine the acid-base status of a neonate after delivery and can determine risk for neonatal encephalopathy. Collection usually occurs right after delivery of the infant and after the umbilical cord has been cut and clamped. The OBGYN residents are currently trained to draw cord blood for gas analysis if clinical status of the neonate is subpar, but there exist other indications for drawing cord blood to send for cord gases as recommended by the American College of Obstetricians and Gynecologists as well as the American Academy of Pediatrics. This project will focus …

Effects Of Glucagon-Like-Peptide-1 Receptor Agonists (Glp-1a) Medications In Patients Undergoing Total Hip Arthroplasty (Tha): A Systematic Review And Meta-Analysis, Tanner Haechten, Troy B. Puga, Vincent Dieu, Mckenna W. Box, Kyle O'Connor, John T. Riehl

North Texas GME Research Forum 2026

Background Glucagon-Like-Peptide-1 Receptor Agonists (GLP-1a) medications have rapidly grown in popularity, however, their effects on the outcomes of Total Hip Arthroplasty (THA) remain largely unclear. The objective of this systematic review and meta-analysis is to evaluate the outcomes of patients undergoing THA and using a GLP-1a medication. Methods A search was conducted across six databases. The search used a combination of keywords and Medical Subject Heading (MeSH) terms. Titles and abstracts were screened for eligibility for inclusion criteria. Full texts were screened and included if they met eligibility criteria. Demographics and results of the studies were extracted from included articles. …

Operative Localization Of Occult Gastrointestinal Bleeding Using Intraoperative Small Bowel Endoscopy, Shuda Xia, Furrukh Jabbar, Muhammad T. Siddique

North Texas GME Research Forum 2026

No abstract provided.

Outcomes Of Total Knee Arthroplasty (Tka) In Patients On Glucagon-Like-Peptide-1 Receptor Agonists (Glp-1a): A Systematic Review And Meta-Analysis, Lachlan Anderson, Troy B. Puga, Erica Olfson, Kyle P. O'Connor, Mckenna W. Box, John T. Riehl

North Texas GME Research Forum 2026

Introduction Glucagon-Like-Peptide-1 Receptor Agonist (GLP-1a) medications are commonly prescribed to treat diabetes and obesity, however, their effects on the outcomes of Total Knee Arthroplasty (TKA) remain largely unclear. The objective of this systematic review and meta-analysis is to evaluate the outcomes of patients undergoing TKA while using a GLP-1a medication.

Methods A search was conducted across MEDLINE/Pubmed, Cochrane, Google Scholar, Web of Science, and Embase databases. The search used a combination of keywords and Medical Subject Heading (MeSH) terms. Titles and abstracts were screened for eligibility. Full texts were then screened and included if they met eligibility criteria. Demographics and …

A Rare Case Of Successful Resolution Of Bifurcation Stenosis Using Double Kissing Crush Stenting Technique, Greeshma Molugu, Tony Alacron, Karthik Anand, Machaiah Madhrira

North Texas GME Research Forum 2026

Introduction: Bifurcation lesions are associated with greater procedural complexity and consequently are at higher risk for stent restenosis. Bifurcation lesions are still technically challenging even in the era of modern stents. High incidence of restenosis both in the main vesseI and side branch Iimits the Iong-term prognosis. We present a rare case of successful resolution of bifurcation stenosis in a patient by using the double kissing (DK) crush stenting technique.

Case Description: A 52-year-old male patient with a past medical history of hypertension presented to the hospital for elective left heart catheterization as a part of an evaluation for a …

Empiric Antibiotic And Corticosteroid Prescribing For Hospitalized Acute Exacerbations Of Copd: Associations With Length Of Stay And Readmissions In A Large Multicenter U.S. Cohort, Kumar Abhishek, Pratyush Kumar, Archana Machavarapu, Munaf Siyamwala, Michael Waxman, Jeffrey Durbin, Kari Nilsen

MidAmerica Division GME Healthcare Symposium 2026

No abstract provided.

A Practical Phenotyping Framework For Male Lower Urinary Tract Symptoms Using Remote Multi-Day Urinary Diagnostics, Jeremy Watts, Daniel Godelfer, John Knoedler, Ashley Sturdy, Steven Kaplan, Ilya Sobol

Department of Urology Faculty Publications

Objective

To describe the distribution of predefined Index Symptoms and Diagnostic Profiles in a cohort of men undergoing Remote multi-day urinary diagnostics (RMUD) for lower urinary tract symptoms (LUTS).

Methods

We retrospectively analyzed 1,047 RMUD performed with CarePath® in men referred for LUTS across 18 sites. RMUD combined multi-day frequency-volume and uroflowmetry data with the IPSS. Six Index Symptoms were operationalized: (1) low flow with elevated IPSS (device trial criteria), (2) overactivity, (3) primary overactivity (overactivity without obstructive RMUD findings), (4) nocturia, (5) nocturnal polyuria (NP) using the ICS NP index, and 6) no qualifying voids. Combinations of the Index …

Cervicovaginal Lavage Fluid Iron And Manganese Levels In Women With And Without Vaginitis, Barbara Kozma, David Ratonyi, Bence Kozma, Peter Takacs, Attila G. Sipos

Department of Obstetrics & Gynecology Faculty Publications

Transition metals such as iron and manganese are critical for cellular metabolism, redox balance, and immune function, and they also influence host–pathogen interactions. Vaginitis is characterized by mucosal inflammation that may alter local trace-element homeostasis. We hypothesize that inflammatory conditions such as vaginitis may be associated with altered cervicovaginal iron and manganese levels. We performed a prospective, single-center cohort study at the University of Debrecen (Hungary) between April 2023 and April 2024, enrolling 80 women ≥ 18 years with vulvovaginal complaints. Participants were assessed at baseline and at weeks 4, 8, and 12 with clinical evaluation and cervicovaginal lavage (CVL) …

Consensus And Controversies Of International Guidelines For The Diagnosis, Surveillance, And Management Of Fetal Growth Restriction: An Updated Comparison, Daniele Diane Mascio, Suneet P. Chauhan, Tullio Ghi, Asma Khalil, Juliana G. Martins, Sara Sorrenti, Tamara Stampalija, Fabrizio Zullo, Francesc Figueras

Department of Obstetrics & Gynecology Faculty Publications

OBJECTIVE: To compare areas of consensus and disagreements across contemporary international and national guidelines on the diagnosis, surveillance, and management of fetal growth restriction (FGR).

DATA SOURCES: Electronic searches of MEDLINE from database inception up to March 2026 using MeSH terms and keywords related to FGR and guidelines. STUDY ELIGIBILITY CRITERIA: Critical, structured comparison of national or international guidelines on FGR published since 2010. Final inclusion required unanimous agreement from all authors.

STUDY APPRAISAL AND SYNTHESIS METHODS: Pre-specified extraction across domains: definition; prediction/prevention; surveillance tools and frequency; delivery timing and mode; and labor induction methods. Dual data …

Hungarian Validation Of The Pelvic Floor Distress Inventory - 20 (Pfdi-20) Questionnaire And The Pelvic Floor Impact Questionnaire - 7 (Pfiq - 7), Barbara Kozma, Bence Kozma, Peter Takacs, Dávid Rátonyi, Nelli Farkas, Attila G. Sipos, Balint Farkas

Department of Obstetrics & Gynecology Faculty Publications

Introduction and Hypotheses

Pelvic floor disorders (PFDs) affect women's quality of life through physical, psychological, and social domains. The Pelvic Floor Distress Inventory-20 (PFDI-20) and the Pelvic Floor Impact Questionnaire-7 (PFIQ-7) are validated tools for assessing symptom severity and quality of life impact. The current study aim to investigate the reliability and validity of the Hungarian versions of these questionnaires in women with PFD symptoms.

Methods

This validation study was carried out at the University of Debrecen among women with clinically confirmed pelvic floor disorders. The PFDI-20 and PFIQ-7 questionnaires were translated into Hungarian using independent native English speaker in …

The Taper Sign: Sonographic Representation Of Uterine Dehiscence In Severe Cases Of Placenta Accreta Spectrum, Uma Deshmukh, Anna M. Modest, Alfred Abuhamad, Alireza A. Shamshirsaz, Jonathan L. Hecht, Scott A. Shainker

Department of Obstetrics & Gynecology Faculty Publications

Introduction: Prenatal diagnosis of placenta accreta spectrum (PAS) depends on reliable ultrasound markers and skilled image interpretation. Existing PAS markers emphasize placental features suggestive of abnormal adherence and require advanced image optimization. However, emerging hypotheses suggest that uterine dehiscence—not placental invasion—is the central mechanism underlying PAS, particularly in severe (Grade 3) disease. Despite this, few established ultrasound markers address this uterine dehiscence. We describe a novel ultrasound marker, the taper sign, which uniquely represents the uterine dehiscence in severe PAS with anterior placenta previa, and outline a standardized technique for image acquisition and interpretation.

Methods: This descriptive report details the …

Improving Medical Diagnostics With Vision-Language Models: Convex Hull-Based Uncertainty Analysis, Ferhat Ozgur Catak, Murat Kuzlu, Taylor Patrick, Michel Audette

Engineering Technology Faculty Publications

In recent years, vision-language models (VLMs) have been applied to various fields, including healthcare, education, finance, and manufacturing, with remarkable performance. However, concerns remain regarding VLMs' consistency and uncertainty, particularly in critical applications such as healthcare, which demand a high level of trust and reliability. This paper proposes a novel approach to evaluate uncertainty in VLMs' responses using a convex hull approach on a healthcare application for visual question answering (VQA). For any VLM, temperature refers to a sampling parameter used in probabilistic generation, which controls the randomness of the model's output. The LLM-CXR model is selected as the medical …

Maxgrnet: A Multi-Axis Vision Transformer With Improved Generalization For Eye Disease Classification Using Explainable Ai With Insertion-Deletion Operations On Fundus Images, Md Mehedi Hasan Santo, Fuyad Hasan Bhoyan, Fuad Ibne Jashim Farhad, Fahmid Al Farid, Sovon Chakraborty, Md Humaion Kabir Mehedi, Jia Uddin, Hezerul Bin Abdul Karim

Computer Science Faculty Publications

Eye diseases, including diabetic retinopathy (DR), glaucoma, and cataracts, represent a major global health concern and can lead to severe visual impairment or blindness if not identified in a timely manner. This study proposes a novel eye disease classification framework based on a multi-axis vision transformer (MaxViT) applied to color fundus images with Explainable Artificial Intelligence (XAI) techniques to enhance model transparency. The proposed architecture integrates transformer-based attention mechanisms with Global Response Normalization (GRN)-based multi-layer perceptron (MLP) layers to capture complex spatial and contextual relationships within fundus images effectively. The model was evaluated on a publicly available eye disease classification …

Privacy-Preserving Federated Learning With Optimized Ensemble Weighting And Knowledge Distillation For Covid-19 Detection From Non-Iid Medical Imaging Data, Richard Annan, Hong Qin, Robert Newman, Madhuri Siddula, Letu Qingge

Computer Science Faculty Publications

Medical imaging enables rapid and accurate diagnosis of COVID-19, with CT scans proving especially effective. However, data privacy concerns limit collaborative model development across hospitals. To address this issue, we introduce a novel federated learning framework. It is referred to as Independent Knowledge Distillation with post-Ensemble Federated Learning (IKDEFL). Differential Privacy (DP) is integrated into the framework to improve privacy guarantees. Three DP mechanisms are evaluated. These include Fixed Gaussian, Gaussian Adaptive, and Tree Adaptive. The evaluation has been conducted on heterogeneous and Non-Independent and Identically Distributed (Non-IID) datasets. These datasets reflect real-world hospital scenarios. Results show that IKDEFL significantly …

Advances And Challenges In Digitally Connected Point-Of-Care Biosensing, Abdellatif Ait Lahcen, Jegan Rajendran, Gymama Slaughter

Center for Bioelectronics Publications

Point-of-care (POC) biosensors are undergoing a paradigm shift from isolated diagnostic tools to digitally connected, intelligent platforms that enable continuous and decentralized healthcare delivery. This review critically examines recent advances in wearable, implantable, and portable biosensors, highlighting how integration with wireless communication, the Internet of Medical Things (IoMT), and artificial intelligence is transforming their functionality and clinical utility. Particular attention is given to innovations such as smartphone-enabled interfaces, cloud-based analytics, and machine learning-assisted analysis, which collectively enhance sensitivity, specificity, and user accessibility across diverse healthcare settings, from personalized home monitoring and bedside diagnostics to deployment in resource-limited regions. The review …

Thoracolumbar Fractures: Historical Systems And Advancements With The Ao Spine Classification, Barry Ting Sheen Kweh, Alex R. Vaccaro, Gregory D. Schroeder, Jose A. Canseco, Maximilian Reinhold, Mohamed M. Aly, Sebastian Bigdon, Mohammad El-Skarkawi, Richard J. Bransford, Andrei Fernandes Joaquim, Harvinder Singh Chhabra, Emiliano Vialle, Rishi M. Kanna, Charlotte Dandurand, Cumhur Öner, Jin Wee Tee

Rothman Institute Papers

Study Design: Systematic Review. Objective: To describe the historical classifications of thoracolumbar injuries and their evolution into the AO Spine Thoracolumbar Injury Classification System. Methods: A systematic review of MEDLINE, EMBASE and Cochrane Databases was performed in keeping with Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) guidelines. Results: 445 articles were crystallized to 14 included studies. Simple categorization systems offered by Bohler or Watson-Jones merely identify fracture morphology. Holdsworth and Denis conveyed a sense of the stability of injuries by noting columns of stability, but still failed to take into consideration important factors such as neurological status or …

Don't Let Them Fall, Let Ai Call, Ella Mills, Sara Barker, Andreea Ifrim, Yvette Uwase

SPARK Symposium Presentations

This project proposes a nurse-led pilot of AI-supported predictive mobility monitoring on a cardiac medical-surgical unit, to improve early identification of high-risk mobility behaviors and enhance patient safety. Current fall-prevention strategies, such as bed alarms and virtual sitters, often alert staff after unsafe movement has begun, creating a reactive cycle that contributes to alarm fatigue and delayed intervention (Abbe & O’Keeffe, 2020). This initiative uses monitors with contactless infrared sensors to identify movement before patients exit the bed, an alert system that goes straight to the nurse and PCT phones, and a central console for floor management and care coordination. …

Retrospective Analysis Of High Flow Nasal Cannula Use In The Emergency Department: Association With Intensive Care Unit Admissions And Emergency Department Throughput, Raj Patel, Jesus Tamayo, James Duong, Nathaniel Banet, Hengameh Pajer, Anita Datta, Jake Valentine

Gulf Coast Division GME Research Day 2026

No abstract provided.

Drug-Induced Ild Requiring Ecmo, Arjun Kamath, Jose Garza, Matthew Wagner, Deekshita Valiveti, Percy Thomas, Christopher Ganson, Abhay Vakil, Zuhair Ali

Gulf Coast Division GME Research Day 2026

No abstract provided.

Rapid Diagnosis Of Hemorrhagic Shock Due To Upper Gi Bleeding With Point-Of-Care Ultrasound In The Emergency Department, Tamari Ronen, Derrick Huang

Gulf Coast Division GME Research Day 2026

No abstract provided.

Inhaled Nitrous Oxide Use In Dermatologic Laser Surgery: A Four-Year Retrospective Safety Review, Sophia Anagnostis, Chelsea Kesty, Katarina Kesty

West Florida Division GME Research Day 2026

No abstract provided.

Conduction System Pacing Vs Biventricular Pacing: A Meta Analysis Of Randomized Controlled Trials In Cardiac Resynchronization Therapy, Mustafa Tahir, Muhammad Abdullah, Jaafar Hamdan, Michael D. Moore, Nagaraja D. Sharma, Olu Oyesanmi, Salman M. Muddassir

West Florida Division GME Research Day 2026

No abstract provided.

Ivig As Salvage Therapy In Refractory Antisynthetase Syndrome-Associated Ild: A Three-Case Series, Shine Vazhappilly, Julio Paoli-Gonzalez, Jose Herazo-Maya

West Florida Division GME Research Day 2026

No abstract provided.

Prophylactic Distal Perfusion Catheters In Femoral Va-Ecmo: Association With Lower Limb Ischemia And Major Limb Outcomes (Systematic Review & Meta-Analysis), Yves Najm Mrad, Snehalkumar Patel

Gulf Coast Division GME Research Day 2026

No abstract provided.

A Painful Diffuse Rash, Bruce M. Lo, Melanie Shoemaker, Kiersten Potter, Katherine Schaffer

Department of Emergency Medicine Faculty Publications

[Patient presentation]

A 41-year-old male with no past medical history presented with 1 week of ulcers to the left side of his face, followed by several days of a painful rash to the trunk and back after a sexual encounter. The patient denies any fever or previous rash and any illicit drug use. Initial vital signs included a temperature of 97 °F, a heart rate of 89 beats per minute, and blood pressure of 135/79 mm Hg. Physical examination revealed a macular papular rash across his trunk and back (Fig 1) and facial ulcerations with eschar (Fig 2) at the …

Absolute Quantification And Identification Of Rna From Rna-Lipid Nanoparticles Using High Resolution Mass Spectrometry, Jason C. Funderburk, Yasir A. Alshehry, Matthew S. Halquist Phd, Sandro R.P. Da Rocha Phd

Graduate Research Posters

Background

RNA therapeutics are a rising drug category with potential use for a range of conditions encompassing infectious diseases to therapies for cancer, diseases, and genetic disorders. RNA-lipid nanoparticles (RNA-LNPs) are the prominent delivery method for these therapeutics approved products include mRNA vaccines and polyneuropathy treatments. The emergency use authorizations and orphan drug status of current RNA-LNP drugs has allowed approval without finalization of the regulatory analytical procedures for quality monitoring. The objective of the study was to develop an LC-MS assay to simultaneously measure identity and concentration of two therapeutically relevant intact RNA constructs extracted from RNA-LNPs to enhance …

Atrial Fibrillation Detection From At-Rest Ppg Signals Using An Sdof-Tf Method, Mamun Hasan, Zhili Hao

Mechanical & Aerospace Engineering Faculty Publications

At-rest PPG signals have been explored for detecting atrial fibrillation (AF), yet current signal-processing techniques do not achieve perfect accuracy even under low-motion artifact (MA) conditions. This study evaluates the effectiveness of a single-degree-of-freedom time–frequency (SDOF-TF) method in analyzing at-rest PPG signals for AF detection. The method leverages the influence of MA on the instant parameters of each harmonic, which is identified using an SDOF model in which the tissue–contact–sensor (TCS) stack is treated as an SDOF system. In this model, MA induces baseline drift and time-varying system parameters. The SDOF-TF method enables the quantification and removal of MA and …

Dementia Incidence In Patients With Prurigo Nodularis: An Observational Retrospective Cohort Study, Madison P. Olexson, Ana Ormaza Vera, Chunghwan Ro, Clinton W. Enos

Department Dermatology Faculty Publications

[Introduction] Prurigo nodularis (PN) is a chronic neuroinflammatory dermatosis of unknown etiology characterized by severely pruritic, symmetrically-distributed nodules with a negative impact on quality of life [1]. While some consider PN a primary idiopathic disorder, it often arises as a secondary manifestation of underlying conditions, including atopic dermatitis (AD), chronic kidney disease (CKD), human-immunodeficiency-virus (HIV), and thyroid disorders [2]. Although patients with PN are at higher risk for psychiatric comorbidities including depression, anxiety, and suicidal ideation [3] research which investigates associations between PN and neurodegenerative disorders is limited [4]. Moreover, emerging evidence implicating sustained systemic inflammation, characteristic of psoriasis and …