Medicine and Health Sciences Commons^™

Impact Of Heart Failure In Stroke Patients On Post-Discharge And In-Hospital Outcomes: A Retrospective Study, Igal Gorbut, Abdullah Sahyouni, Kevyn Niu, Robert J. Subbiondo, Olu Oyesanmi

West Florida Division GME Research Day 2026

No abstract provided.

Stroke Burden And Baysenian Machine Learning And Risk Modelling In Patient With Mitral Annular Calcification, Mustafa Tahir, Muhammad Abdullah, Chimbu Chinniah, Jaafar Hamdan, Michael D. Moore, Nagaraja D. Sharma, Olu Oyesanmi, Salman M. Muddassir

West Florida Division GME Research Day 2026

No abstract provided.

Pulmonary Tumor Thrombotic Microangiopathy Presenting As Rapidly Progressive Pulmonary Hypertension: A Case Report, Ali Basaran, Jacob Slowinski, Tesnim Hamdan, Kumaraswamy Nutalapati, Jason Stanberry, Ahmed Tarbay, Dunn Ryan

West Florida Division GME Research Day 2026

No abstract provided.

When Tnf Inhibition Backfires: A Rare Case Of Etanercept Induced Pyoderma Gangrenosum, Don Woody, Julio Paoli-Gonzalez, Adam Grunbaum

West Florida Division GME Research Day 2026

No abstract provided.

Clinical Outcomes Of Biodegradable Temporizing Matrix In Complex Lower Extremity Wound From Necrotizing Fasciitis, Christian B. Allen, Andres Toledo, Ryan Dennett, Brogan Hill, John Harker, Richard Crank

West Florida Division GME Research Day 2026

No abstract provided.

Herbal Healing Gone Wrong: Herb-Induced Hepatitis Masquerading As Autoimmune Liver Disease, Sacha Saba, Mahi Basra, Andrew Ondracek, Roxana Bodin

West Florida Division GME Research Day 2026

No abstract provided.

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 …

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, …

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.