Analytical, Diagnostic and Therapeutic Techniques and Equipment Commons^™

Pixel-Level Fiber Stratification: Quantitative Imaging Analysis Of Pigmented Lesion Morphology, Alexia R. Gerogiannis, Caroline R. Saint James

Wetterhahn Science Symposium Posters

Using a combined two-photon excitation fluorescence (TPEF) and second-harmonic generation (SHG) approach, our research seeks to further the quantification of skin components in a quest toward diagnostic tools with higher accuracy and reduced invasiveness for patients. Images are taken both ex vivo and in vivo, of healthy and malignant tissues, with a 600 × 600 micron field of view. We demonstrate how computational analysis can effectively exploit signals emitted by skin to provide diagnostic insight.

Advocateai: A Human-In-The-Loop Artificial Intelligence Platform To Improve Diagnostic Trajectories And Patient Empowerment In Chronic Pelvic Pain, Gayatri Bhanot, Ashley Kochans

InnovateHER Meeting 2026

Chronic pelvic pain (CPP) affects up to 27% of women globally^1, yet diagnosis takes 4 – 12 years on average² — a crisis driven by healthcare fragmentation, systemic gender bias, and a 62% rate of symptom dismissal by healthcare providers³. AdvocateAI is a human-in-the-loop AI platform designed to empower patients to accelerate their own diagnostic journey. By synthesizing fragmented medical records and patient-reported symptoms, the tool creates structured clinical summaries and personalized advocacy scripts. Here, we present our findings from discovery, including a landscape analysis of available CPP treatments, a prototype co-designed by patients, and custom …

Transition To Noninvasive Testing From The Gold Standard Of Liver Biopsy, Heidi Bien, Sabina Choudhry, Christine Pocha, University Of South Dakota Sanford School Of Medicine & Avera Health System

Scholarship Pathways Program

Purpose: Metabolic dysfunction–associated steatotic liver disease (MASLD), formerly known as non-alcoholic fatty liver disease, represents a rapidly growing public health concern, affecting roughly 30% of the global population. MASLD encompasses a spectrum from simple steatosis to its more progressive form, metabolic dysfunction–associated steatohepatitis (MASH). Early and accurate assessment of liver disease is critical for risk stratification and management, yet the current gold standard-liver biopsy remains invasive, costly, and limited by sampling variability and interpretive subjectivity. Noninvasive imaging modalities, particularly magnetic resonance elastography (MRE), have emerged as promising alternatives, but their concordance with biopsy in real-world clinical practice remains underexplored.

 Methods: …

The Cadaver As The First Patient: Early Integration Of Pathology In The Preclinical Anatomy Laboratory, Sruthi Shriram, Lauren Desantis, Tulika Singhal, Kevin Ta, Courtney Shields, Muhammad Jawwad Arshad, Varna Taranikanti, Madison Konja

Posters

No abstract provided.

Menstrual Hygiene Screening Needs Assessment In South Dakota, Mariah Shafer, Denyelle Kenyon

Scholarship Pathways Program

Menstrual Hygiene Screening Needs Assessment In South Dakota

Mariah M. Shafer, MD | DenYelle Kenyon Ph.D. Assoc Dean, Community Health and Engagement, MPH Program Director.

 Introduction: Menstrual hygiene management (MHM) is essential to women’s reproductive health; literature demonstrates there are mental, social, and economic consequences to inadequate MHM in rural and developing countries. Emerging studies show that US women who are impoverished, experiencing homelessness, or incarcerated also face poor MHM. To understand implications of poor MHM in South Dakota, a largely rural state, a thorough gynecologic health history is essential; this needs assessment explores the scope of MHM questions asked …

Evaluating Headache Treatment Efficacy Across Rural And Urban Emergency Departments, Logan Stacey, Alan Sazama, Benjamin Aaker

Scholarship Pathways Program

Evaluating Headache Treatment Efficacy Across Rural and Urban Emergency Departments

Logan Stacey, MD | Alan Sazama, MD, Benjamin Aaker, MD

Introduction: Headaches are a common chief complaint in emergency departments (EDs), with rural patients facing unique challenges such as geographic isolation and limited access to care. This study aims to compare treatment efficacy for this top five ED chief complaints between rural and urban EDs.

Methods: Patients treated for headaches from 2020-2023 were identified using diagnosis codes and electronic health records. Treatment plans and patient demographics were abstracted from identified charts. EDs were categorized as rural (populations under 50,000) or …

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 …

Evaluation Of The Effectiveness Of Antihypertensive Therapy Chosen Through Maternal Hemodynamic Profile Analysis, Margaret Weimer

Poster Presentations

In treatment of emergent hypertension, the American College of Obstetricians and Gynecologists (ACOG) recommends both oral labetalol and nifedipine, with no preference shown between the two. These medications have different mechanisms of action. Studies have suggested that consideration of hemodynamic profile may be an effective way to determine medication, but have not considered the Rule of 55, a simple calculation to predict hemodynamic profile.

Goals: 1. Determine if tailoring the antihypertensive to patient’s hemodynamic profile is associated with better control of blood pressure. 2. Determine if the Rule of 55 is an accurate method to determine hemodynamic profile.

Adhesion Of Antibiotic-Resistant Bacteria To Thermoplastic Materials Used In Fabricating Medical Devices: Patient Consequences, Dev V. Mehta

Poster Presentations

Burn injury patients wear supportive orthoses made by heat-forming sheets of thermoplastic material (Figs. 1 & 2). Bacteria cause severe soft tissue infections in patients wearing contaminated orthoses. Thermoplastic medical devices can develop biofilms that include antibiotic-resistant (AR) bacteria, which significantly reduces the number of available treatment options. A biofilm is a community of microorganisms that share resources allowing them to exist in a nutrient-limited environment. Biofilm microbes secrete extracellular polymeric substance (EPS) that attaches them firmly to a substrate surface while protecting them from harmful substances, including antibiotics. Bacteria living within biofilms on inanimate surfaces can survive for extended …

A “Found-Down” Non-Traumatic Compartment Syndrome Of Upper Extremity Requiring Amputation, Nicholas Ray, Aileen Ebadat

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.

Bilateral Intracranial Subdural Hematoma Following Epidural Anesthesia, Eric B. Cox, Adaeza Onuoha

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.

Selfwrap-Assisted Arteriovenous (Save) Fistulas Study: Updates And Preliminary Safety Data, Sydney Parker, Ahmad Lambert, Shir Yelovitch, Mike Barakat, Tim Boire, Ryan Turley

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.

Dual Antiplatelet Therapy And Bleeding Risk In Carotid Endarterectomy, Sara Khan, Sydney Parker, Ryan Turley

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.

Gastric Outlet Obstruction And Bowel Perforation Secondary To Ingestion Of Multiple Foreign Bodies: A Case Review, Kassidy Fix, Mark Jay Cheek

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.

False Halos: A Case Of Digoxin Poisoning, Usman Nazeer, Sarita Thanedar, Jacob Sanderson, Gongkai Liu, Hitesh Gidwani

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.

Obesity As A Barrier To Living Kidney Donation: A Decade Of Donor Pre-Screening From A High-Volume Center, Courtney Evans, Nassir Thalji, Tamer Shaker, Ranjeeta Chand, Matthias Kapturczak

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.

When A Copper Iud Crosses Boundaries: Colo-Uterine Fistula With Sepsis, Melissa Cullum, Victoria Roberts, Linda Haddox

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.

Reducing Surgical Site Infection After Colorectal Surgery: A Multidisciplinary Review Of Process Improvement, Robin Daemmrich, Quentin Dipasquale, Deborah Klepac, Nick Mathers, Travis Holloway

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.

Diagnostic Challenges And Surgical Management Of A Cervical Ectopic Pregnancy Mimicking Cesarean Scar Implantation, Xena Morataya, Laura Reguero, Uti Essien, Stacy Sassaman, Jorge Venegas

Central & West Texas and San Antonio GME Research Day 2026

No abstract provided.

Artificial Intelligence In Radiology: A Comparative Study Of Accuracy And Efficiency Across X-Ray, Ct, And Nuclear Medicine, Courtney J. Mello, Sophia D. Galvan, Britney R. Williams, Tuyen T. Thai, Phuong P. Mor, Saleha Zafar

Research Methods Poster Session 2026

Artificial intelligence (AI) is increasingly used in radiology to improve diagnostic accuracy and workflow efficiency; however, there is limited standardized research comparing its performance across imaging modalities. This study aimed to evaluate the accuracy and efficiency of AI in X-ray, computed tomography (CT), and nuclear medicine. A systematic review was conducted following PRISMA guidelines, analyzing peer-reviewed studies published between 2015 and 2025. Data were extracted on key performance metrics, including sensitivity, specificity, interpretation time, and error rates, to enable cross-modality comparison. Results demonstrated that AI achieved high diagnostic accuracy in X-ray imaging, with average sensitivity and specificity near 91% and …

Brain Computer Interfaces: Enhancing Low-Cost Eeg Performance Through Deep, Anwar Rassoul

Shelby Hall Graduate Research Forum Posters

The field of Brain Computer Interfacing (BCI) has traditionally been confined to clinical and research environments due to the high cost and complexity of medical-grade EEG systems. However, the emergence of low-cost hardware exemplified has catalyzed a shift toward accessible, portable BCI applications. While these devices lower the barrier to entry for developers and researchers, they often suffer from a lower signal-to-noise ratio (SNR). This increased noise makes it difficult to extract the clean neural signatures required for high-accuracy control, particularly when operating in non-shielded, real-world environments.

This research focuses on Steady-State Visually Evoked Potentials (SSVEP), a robust BCI paradigm …

Another Gastric Band Complication: Acute Appendicitis, Dustin Williamson, Naveed Ismail, John Weaver

Continental and Mountain Divisions GME Resarch Day 2026

No abstract provided.

Making The Most Out Of Advanced Directives: A Qi Project, Brissa Mundo-Santacruz, Joseph Freeze, Jesus Dorado, Nina Ball

Continental and Mountain Divisions GME Resarch Day 2026

No abstract provided.

Unwrapping The Candy Cane: An Underrecognized Cause Of Postoperative Abdominal Pain, Priscilla Itua, Uzma Ali, Mohammad Mahdi, Osamah Salim, Sarib Sultan

Gulf Coast Division GME Research Day 2026

No abstract provided.

When Analgesia Is Contraindicated: Non-Pharmacologic Resolution Of Pain Enabling Rehabilitation Participation, Zane Shah, Anand Allam

Gulf Coast Division GME Research Day 2026

No abstract provided.

Survival Following Extreme Metformin-Associated Lactic Acidosis In A Patient With Acute-On-Chronic Kidney Disease Managed With Crrt, Phil Khong, Danielle Sudilovsky, Logan Blackney, Ryan Spilman, Alex Enurah

Continental and Mountain Divisions GME Resarch Day 2026

No abstract provided.

Biliary Obstruction From An Unexpected Source, Max Dinicola, Trevor Link, Derek Welch

Continental and Mountain Divisions GME Resarch Day 2026

No abstract provided.

Pauci-Immune Glomerulonephritis: An Uncommon Cause Of Early Post-Transplant Kidney Allograft Dysfunction, Sherif Elbaz Younis, Andy Bryan Castaneda, Jose Valdes, Sridhar Allam

Gulf Coast Division GME Research Day 2026

No abstract provided.

Spontaneous Pneumoperitoneum Presenting As An Acute Abdomen, Madison Mcinnis, Megan Tierney, Kaysie Banton

Continental and Mountain Divisions GME Resarch Day 2026

No abstract provided.

Cecal Volvulus In The Setting Of Situs Inversus Totalis: A Rare Case Report, Alexandra Moody, Josie Bjorklund

Continental and Mountain Divisions GME Resarch Day 2026

No abstract provided.