Digital Commons Network^™

Accuracy Of Estimated Fetal Weights As You Progress Through Residency, Madison Pearson, Lauren Robertson, Emily Coughlin, James Baron, Mark Sanchez

West Florida Division GME Research Day 2026

No abstract provided.

A Rare Case Of A Silent Pheochromocytoma Concomitant With An Incidentally Found Small Bowel Carcinoid Tumor, Michael Salzle, Anna Szafran-Swietlik, Tobias Carling

West Florida Division GME Research Day 2026

No abstract provided.

Multimodal Ai For Ed Chest Pain Triage: Prediction Performance And Operational Impact, Yves Najm Mrad, Molham Aldeiri

Gulf Coast Division GME Research Day 2026

No abstract provided.

Ai Assisted Structural Heart Planning (Tavr/Teer): Faster Workflows, High Sizing Concordance, And Simulation Informed Strategy, Yves Najm Mrad, Ahmad Al-Taweel, Bahaeddin Shabaneh

Gulf Coast Division GME Research Day 2026

No abstract provided.

Automated Ai Echocardiography: Agreement With Experts And Workflow Impact Across Ef, Gls, And Volumes, Yves Najm Mrad, Ahmad Al-Taweel, Bahaeddin Shabaneh

Gulf Coast Division GME Research Day 2026

No abstract provided.

Integration Of Ai Resources To Enhance Obstetric And Gynecology Resident Education, Victoria Ruggiero, Cameron Stokes, Nicole Tenzel

North Texas GME Research Forum 2026

Background: Graduate medical education faculty, while responsible for overseeing the clinical training of their residents, are additionally tasked with providing effective resident education. AI offers a potential solution to enhance development and delivery of educational topics to their trainees, while decreasing the time needed to prepare formal education resources. This study aims to evaluate resident satisfaction for different learning tools generated by AI platforms while also assess their retention of clinical content.

Methods: Three topics related to menopause were identified: (1) Menopause Physiology and Diagnosis, (2) Hormonal Therapy for Treatment of Vasomotor Symptoms, and (3) Treatment of Genitourinary symptoms. Evidence-based …

Human-Ai Partnership Improves Outcomes Of Internal Medicine Morbidity And Mortality Conferences: A Proof-Of-Concept Study, Farhan Hiya, Yousuf Qureshi, Ritesh Pahwani, Anzar Muhammad, Ali El-Husari, Andrew Niclosi

West Florida Division GME Research Day 2026

No abstract provided.

Automated Adjudication Of Cardiogenic Shock From Unstructured Clinical Notes Using An Open-Source Large Language Model, Devika Adusumilli, Luke Taylor, Claudius Mahr, Song Li

North Texas GME Research Forum 2026

Background Automated adjudication of cardiogenic shock (CS) from unstructured clinical documentation can facilitate clinical case finding and research trial/registry enrollment. While Large Language Models (LLMs) hold considerable promise, commercial cloud-based solutions raise data privacy and cost concerns. We assessed the performance of an open-source, locally run LLM for the adjudication of CS from unstructured progress notes.

Methods Patients from a 22-hospital healthcare system from 2021 to 2024 were identified using ICD-10 codes to form an enriched CS evaluation cohort with a ~1:1 case/non-case ratio. We selected gpt-oss-20b, an open-source LLM capable of running locally on a consumer-grade computer, and tested …

Artificial Intelligence-Based Prediction Of Mortality In Acute-On-Chronic Liver Failure: A Systematic Review Of Prognostic Models, Pradeep Rajbhandari, Lawrence San Jose, Mohammad Mahfouz, Michael Waxman

MidAmerica Division GME Healthcare Symposium 2026

No abstract provided.

Increasing Confidence Of Respiratory Therapy Students In Cardiopulmonary Resuscitation Using Rapid Cycle Deliberate Practice, Heather Ashley

Theses

Background: Rapid Cycle Deliberate Practice (RCDP) simulation has emerged as an innovative approach to strengthening confidence among healthcare learners and professionals. Grounded in Kolb’s Experiential Learning Theory, RCDP emphasizes structured repetition, immediate feedback, and skill refinement through cycles of performance, reflection, and reapplication.

Methods: Senior-level respiratory therapy students participated in either a traditional cardiopulmonary resuscitation (CPR) simulation or an RCDP CPR simulation as part of their scheduled coursework. After completing the simulation, students participated in a post‑simulation survey, and scores were compared between the two groups.

Results: Confidence was evident across both simulation methods, and students indicated increased self‑confidence following …

Countryside Aflame: Fire As A Hazard In The Rural Philippines, 1850–1950, Greg Bankoff, Marie Beatriz D. Gulinao, David O. Lozada Iii, Mary Donna Grace Cuenca

History Department Faculty Publications

Fire has shaped human evolution, social organisation, and technological development, yet modern fire science remains anchored in categories derived largely from Western experience: wildland fires, the wildland–urban interface, and urban conflagrations. These frameworks obscure a fourth, largely overlooked regime– village fire– rural settlements that lack the structural protections, materials, and services characteristic of urban areas. In the Philippines, where rural settlement dominated into the twentieth century, village fire was the principal way people encountered fire risk. Using evidence from the Historical Data Papers (1951), this study reconstructs a village fire regime marked by highly combustible construction, new technological sources of …

Regulating For Birth Justice, Jamille Fields Allsbrook

Lewis & Clark Law Review

Impacted persons have shared accounts of traumatic birthing experiences, and advocates have raised the alarm on the urgent need to advance birth justice. Despite this raised awareness, women and birthing people are still dying and suffering unnecessarily. Even more, systems are still structured to impede birthing choices, particularly those from marginalized communities such as Black and Indigenous women. Notably, over 80% of U.S. maternal deaths are preventable, according to federal government data. Ironically, the same laws and systems that have created, perpetuated, and tolerated birth injustices can be leveraged to move the country towards birth justice. On the national level, …

The Dog Days Are (Almost) Over: Pari-Mutuel Betting Laws And State Subsidies’ Roles In Upholding The United States’ Dog Racing Industry, Mary Grace K. Mcnamara

Student Works

No abstract provided.

How Robotics Can Reduce Occupational Injuries In Hospitals: Is Hipaa A Barrier?, Uwa Maher

Student Works

No abstract provided.

Shrinking Lung Syndrome In An Undifferentiated Connective Tissue Disease, Saul Alvarado Maldonado, Justin Gisel, Osama Srour

South Atlantic Division GME Research Days 2026

No abstract provided.

Wernicke Encephalopathy Following Sleeve Gastrectomy: A Case Highlighting The Critical Role Of Vitamin Adherence And Intensive Rehabilitation., Srikrishna Karnatapu, Neha Garg, Arjun Panicker, Francois Du Toit, Chamonix Kinimaka

South Atlantic Division GME Research Days 2026

No abstract provided.

Increasing Patient Safety By Improving Healthcare Team Communication Through Imobile At Hca Healthcare Trident Hospital, Jordan Read, Laura Brant, Matthew Madden

South Atlantic Division GME Research Days 2026

No abstract provided.

Anterior Mediastinal Mass With: Airway Compression, Svc Syndrome, And Cardiac Tamponade, Joseph Davis, Arunpreet Kahlon

Continental and Mountain Divisions GME Resarch Day 2026

No abstract provided.

Kawasaki Disease In Disguise: Atypical Presentation In The 5-Month-Old Infant, Grace Mccorkle, Veronica Thompson, Carlos Ojeda, Meghan Rosenquist

South Atlantic Division GME Research Days 2026

No abstract provided.

When Life Gives You Lemons: A Novel Approach To Refractory Hiccups, Caitlyn Brown, Alexandra Perry, Morgan Wright

South Atlantic Division GME Research Days 2026

No abstract provided.

Limited English Proficiency And Quality Of Hospice Care: A Retrospective-Cross Analysis, Carol Elsakr, Stephen Meyer

South Atlantic Division GME Research Days 2026

No abstract provided.

Plasma Cell Myeloma, Christopher Hogue, Smit Jani, Nicholas Sagul

South Atlantic Division GME Research Days 2026

No abstract provided.

The Great Imitator: A Subtle Case Of Syphilis In The Emergency Department Amid Rising National Incidence, Jyotirmaya Jain, Michael Flanders, Manzoor Bevinal

Gulf Coast Division GME Research Day 2026

No abstract provided.

A Question Of Imaging: Percutaneous Closure Of Ruptured Sinus Of Valsalva Aneurysm Presenting As Suspected Ventricular Septal Defect, Alexander Rhodes, Aswin Srinivasan, Mukhtar Al-Saadi, Amar Kalidas, Hafez Golzarian, Pranav Loyalka

Gulf Coast Division GME Research Day 2026

No abstract provided.

Aspirin Monotherapy Versus Dual Antiplatelet Therapy After Tavr In Patients Without An Indication For Oral Anticoagulation: Randomized Evidence And Meta-Analystic Estimates, Yves Najm Mrad, Snehalkumar Patel

Gulf Coast Division GME Research Day 2026

No abstract provided.

Incidental Bladder Dermoid Cyst In A 39-Year-Old Female: A Rare Extragonadal Presentation Of Mature Cystic Teratoma, Bryce Dennis

Gulf Coast Division GME Research Day 2026

No abstract provided.

Outcomes Of Diuretic Augmentation Strategies In Patients With Serum Creatinine Increases In Acute Decompensated Heart Failure, Kevyn Niu, Zahir Moussa, Scott Kubomoto

West Florida Division GME Research Day 2026

No abstract provided.

Extending The Treatment Window For Intravenous Thrombolysis In Acute Ischemic Stroke: An Updated Systematic Review And Meta-Analysis, Ali Moradi, Soheil Rahmati, Mohammadresza Alinegadfard, Yasaman Zarinfar, Amir Moradi, Amir Ghabousian, Kimia Najafi, Fady Iskander, Toshiki Kuno, Preethi Ramchand

West Florida Division GME Research Day 2026

No abstract provided.

Redefining Resectability In Pancreatic Cancer: A Modified Appleby And Radical Antegrade Modular Pancreatosplenectomy Procedure With Concomitant Left Lateral Sectionectomy In A Patient With Replaced Right And Left Hepatic Arteries, Monica Sciturro, Nada Belal, Jamii St. Julien

West Florida Division GME Research Day 2026

No abstract provided.

Contemporary Outcomes Of Transcatheter Aortic Valve Replacement In Bicuspid Anatomy And Younger Patients, Yves Najm Mrad, Ahmad Al-Taweel, Bahaeddin Shabaneh

Gulf Coast Division GME Research Day 2026

No abstract provided.