Cardiovascular Diseases Commons^™

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 …

Qi Project: Improving Utilization Of Cardiac Monitoring On Inpatients Based On Aha Guidelines, Muhammad Humais, Jorim Parmar, Shakir Al-Ezzi, Florence Murray, David Maldonado, Mohan Sengodan

North Texas GME Research Forum 2026

No abstract provided.

Case Of Enterococcus Faecalis Infective Endocarditis 6-Weeks Following Post-Partum Hemorrhage, Zohaib Nadeem, Mason Goforth, Yasasvi Sabbineni, Sadia Zahid, Yugandhra Devarapalli, Javed Akram, Veeranna Vibhuti

North Texas GME Research Forum 2026

Peri-partum infective endocarditis (IE) is a rare but serious condition with high maternal and fetal morbidity and mortality. IE is exceedingly uncommon in young healthy patients, especially without any known risk factors such as intravenous (IV) drug use, congenital heart disease, or rheumatic heart disease. IE is estimated to complicate 0.00002% of in-hospital deliveries. Similar to the general population, staphylococcal and streptococcal species remain the most common pathogens in obstetric patients. Enterococcal species make up less than 10% of IE cases in pregnant women. Very few cases of enterococcal IE in the post-partum period are reported in the literature. We …

Cocaine Kicks Mitral Valve In The Pap- A Rare Case Of Papillary Muscle Rupture Secondary To Cocaine-Induced Ischemia Mimicking A Tumor Vs Vegetation, Greeshma Molugu, Seline Haci, Mehdi Khalafi, Amir Z. Malik, Machaiah Madhrira

North Texas GME Research Forum 2026

Background: Cocaine is known to have many cardiotoxic effects, specifically secondary to increased sympathetic output from the increased catecholamines, calcium modulation, and increased platelet aggregation. This can cumulatively cause suppression of myocardial contractility and decreased coronary blood flow, resulting in arrhythmias, myocardial ischemia, or even infarction. Papillary muscle rupture, already a rare complication of myocardial infarction (MI), is exceedingly rarely associated with cocaine toxicity in the absence of MI. Also, acute mitral regurgitation(MR) due to papillary muscle rupture from cocaine-induced ischemia remains exceedingly rare. We present a second-ever reported case of papillary muscle rupture secondary to cocaine-induced ischemia in the …

Challenges Of Thrombectomy In Submassive Pulmonary Embolism With Patent Foramen Ovale, Sana Khan, Syed Ahmed, Muhammad T. Siddique, Edic Stephanian

North Texas GME Research Forum 2026

BACKGROUND/ INTRODUCTION: Submassive, or intermediate-risk, pulmonary embolism (PE) is defined by preserved systemic blood pressure with evidence of right ventricular (RV) strain. The presence of a patent foramen ovale (PFO) in this setting significantly increases the risk of hypoxemia, paradoxical embolization, and procedural complications during catheter-based interventions. Mechanical thrombectomy has become an important treatment option for selected patients with intermediate- to high-risk PE; however, experience in patients with concomitant large PFOs remains limited.

CASE PRESENTATION: A 78-year-old woman presented with acute dyspnea, hypoxemia, and chest pain and was found to have a saddle PE with severe RV dilation and biomarker …

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, …

An Unusual Culprit Behind A Massive Pulmonary Embolism: Atypical May-Thurner Syndrome From Iliac Artery Aneurysm, Boney Lapsiwala, Jiaming Xue, Mayank Singh, Sai Krishan Reddy Dronadula, Sadia Zahid, Mian Yousef

North Texas GME Research Forum 2026

Background: Venous thromboembolism (VTE) is a major cause of global morbidity and mortality. May-Thurner syndrome (MTS) is an iliofemoral venous compression syndrome caused by extrinsic compression of the left common iliac vein (LCIV), classically by the right common iliac artery at the level of the fifth lumbar vertebra. Although the estimated anatomic prevalence ranges from 18-49%, only 2-5% of cases are diagnosed during evaluation for lower-extremity deep vein thrombosis (DVT). Clinical manifestations range from asymptomatic venous compression to unilateral leg swelling, venous insufficiency, and acute iliofemoral DVT, with pulmonary embolism (PE) reported infrequently.

Case presentation: A 75-year-old man with hypertension, …

Don’T Blame The Heart When On Steroids: A Rare Case Of Glucocorticoid Dependant Childhood Asthma Causing Non-Ischemic Dilated Cardiomyopathy, Greeshma Molugu, Srinivasan Rajaganapathy, Machaiah Madhrira, Karthik Anand

North Texas GME Research Forum 2026

Background: Steroids are known to have various cardiac side effects, such as hypertension, left ventricular hypertrophy, myocardial infarction, and sudden cardiac death. They are also known to cause rare but potentially life-threatening cardiomyopathy. The mechanisms behind steroid-induced cardiomyopathy are multifactorial, potentially involving direct or indirect myocardial toxicity, such as tissue fibrosis, apoptosis, and alterations in cardiac remodeling pathways via the renin-angiotensin-aldosterone system. Cardiomyopathy is known to occur with anabolic steroid use, but the literature on glucocorticoid-induced cardiomyopathy is scant. We present a rare case of glucocorticoid-induced dilated cardiomyopathy(DCM) in a patient with a history of refractory asthma who was treated …

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 …

True Love: Heart Says To The Kidneys ‘Don’T Fail Me’, Greeshma Molugu, Srinivasan Rajaganapathy, Machaiah Madhrira

North Texas GME Research Forum 2026

Introduction: Valvular calcification is an increasingly important cardiac valvular pathology in end-stage renal disease (ESRD) patients, most frequently involving the aortic and mitral valves. The incidence/prevalence of mitral annular calcification in ESRD patients is about 30%, with mitral stenosis occurring in less than 5%. Various predisposing factors for valvular calcification in ESRD patients include age (median age >/= 60 years), hypertension, diabetes, use of calcitriol and calcium-containing phosphate binders, secondary hyperparathyroidism and duration of dialysis (median duration of >/= 5 years). We present a rare case of a young male with ESRD on peritoneal dialysis (PD) for less than two …

Devising A Protocol For Mri Clearance In Patients With Cardiac Implantable Electronic Devices (Cied), Sienna Luk, Alvin Mathew, Darshan Bhatty, Kamran Rizvi

North Texas GME Research Forum 2026

Background: Magnetic Resonance Imaging (MRI) in patients with Cardiac Implantable Electronic Devices (CIEDs) remains a logistical challenge in many clinical settings. At Medical City Denton, the absence of a standardized institutional policy has led to significant inefficiencies, including prolonged hospital stays and increased healthcare costs. The primary objective of this project was to address these barriers by developing a streamlined, evidence-based protocol to improve care coordination and resource utilization for patients with CIEDs requiring diagnostic imaging.

Methods: Launched in 2026, this pilot initiative utilized a multi-stakeholder approach involving hospitalists, EPs, radiology staff, and device representatives. A core component of the …

Relationship Between Exception Request For Higher Listing Urgency And Aggressiveness In Accepting Heart Offers, Jorim Parmar, Yingxian Liu, Devika Adusumilli, Luke Taylor, Shakir Al-Ezzi, Usman Khan, Claudio Bravo, Claudius Mahr, Song Li

North Texas GME Research Forum 2026

BACKGROUND: Transplant programs may submit exception requests to upgrade a listed patient’s priority, often anticipating a higher likelihood of accepting marginal or high-risk donor organs. This study explores whether exception request status is associated with increased risk tolerance in organ acceptance.

METHODS: We conducted a retrospective analysis using data from the Scientific Registry of Transplant Recipients (SRTR), focusing on adult patients (≥18 years) listed for heart transplantation. Statistical analyses were performed using SAS/STAT 14.1. Descriptive statistics summarized demographic and clinical variables. Baseline characteristics were compared between recipients with and without exception requests. Primary analysis: Mixed-effects linear regression was used to …

A Storm At Both Ends: Hypertensive Emergency Unmaksing C3-Dominant Glomerulonephritis, Karthik Kasireddy, Boney Lapsiwala, Marisha Sharma, Rupali Prabhukhot, Victor Canela

North Texas GME Research Forum 2026

Background: C3 glomerulopathy (C3G) encompasses a group of diseases that result from abnormalities in the alternative pathway of complement regulation, and has been defined by C3 only or C3-dominant immunofluorescence staining seen on renal biopsy. C3G includes C3 glomerulonephritis (C3GN) and dense deposit disease (DDD); the latter of which is characterized ultra-structurally by the presence of highly osmiophilic intramembranous deposits. Both C3GN and DDD often present with a membranoproliferative pattern of glomerular injury, a finding that can also be seen in thrombotic microangiopathy (TMA). Most common causes include infection, autoimmune and monoclonal gammopathy.

Case presentation: A 70-year-old man with hypertension, …

Too Young For A Broken Heart: Stemi At Twenty, Shana-Kay Lambert-Johnson, Jason Thompson

North Texas GME Research Forum 2026

Background: ST-elevation myocardial infarction (STEMI) is exceptionally rare in young adults, accounting for less than 1% of acute coronary syndromes in individuals younger than 35 years. When it occurs in early adulthood, particularly among women, it introduces diagnostic uncertainty and exposes gaps in post-discharge continuity of care. This case of a 20-year-old female with STEMI highlights the role of primary care in preserving evidence-based therapy while addressing psychosocial determinants of recovery.

Case Presentation: A 20-year-old female presented to her primary care clinic for post-discharge follow-up after hospitalization for an anterior STEMI that began with sudden-onset substernal chest pain radiating to …

Analysis Of Stemi Activations, Ashleigh Wilson, Christopher Houston

North Texas GME Research Forum 2026

Background Prior studies of ST-segment elevation myocardial infarctions (STEMI) presentations have shown that longer door-to-balloon (D2B) times are associated with increased mortality. Percutaneous Coronary Intervention (PCI) within 90-minutes is standard. It appears that STEMI patients without prehospital notifications have longer ischemic times. Prehospital activation of cathlab involves EKG transmission that the Emergency Physician interprets before activating cathlab, which has the potential to cause delays. We propose that prehospital notification and prehospital having the ability to activate cathlab could decrease D2B times.

Study aims:

• Evaluate current prehospital notification system.
• Assess EMS accuracy in STEMI identification and cathlab activation. 
• Does prehospital notification …

An Unusual Case Of Genetic Dilated Cardiomyopathy Unmasked By Covid-19 Infection, Greeshma Molugu, Daniel Mcmahan, Seline Haci, Giridhar Mundluru, Machaiah Madhrira

North Texas GME Research Forum 2026

Introduction: Titin (TTN) mutations are a well-known cause of dilated cardiomyopathy (DCM), occurring in approximately 25% of familial cases of idiopathic DCM and 18% of sporadic cases. Recognition and referral for genetic testing remains underutilized but has important prognostication and helps the patient better understand the disease transmission. This case report stresses the importance of a complete evaluation for genetic causes of DCM.

Case Presentation: A 21-year-old male who was adopted as an infant was hospitalized with COVID-19 infection and diagnosed with non-ischemic cardiomyopathy with an initial left ventricular ejection fraction (EF) of 10%. He was assumed to have DCM …

Prognostic Value Of Systemic Inflammatory Indices For Predicting Mace In Nstemi Patients Undergoing Pci, Boney Lapsiwala, Aditya Sharma, Usman Khan, Jorim Parmar, Justin Soloman, Veeranna Vibhuti, Mehdi Khalafi

North Texas GME Research Forum 2026

Background: Cardiovascular diseases (CVD) account for nearly one-third of global mortality, with ischemic heart disease caused by a mismatch between myocardial oxygen supply and demand. Despite advances in percutaneous coronary intervention (PCI) and contemporary pharmacotherapy, patients with non–ST-segment elevation myocardial infarction (NSTEMI) continue to experience substantial residual risk for major adverse cardiovascular events (MACE). As traditional risk stratification tools have limited ability to identify high-risk individuals, interest has shifted toward biomarkers reflecting inflammatory pathways central to atherosclerosis and plaque instability. Hematologic inflammatory markers including pan inflammatory value (PIV), systemic immune inflammation index (SII), neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR) initially …

Double Trouble: A Rare Co-Existence Of Hypertrophic Obstructive Cardiomyopathy And Anomalous Origin Of The Right Coronary Artery, Greeshma Molugu, Srinivasan Rajaganapathy, Seline Haci, Machaiah Madhrira

North Texas GME Research Forum 2026

Introduction: Hypertrophic obstructive cardiomyopathy (HOCM) and anomalous origin of the right coronary artery (RCA) are well-known but rare congenital heart diseases that are recognized as independent leading causes of sudden cardiac death(SCD). The independent prevalence of both these conditions is less than 1%. The co-occurrence of these two conditions is seldom ever reported in the literature. We present an extremely rare case of HOCM and the anomalous origin of the RCA in the same individual.

Background: A 67-year-old male with no significant past medical history presented for chest pain and palpitations. EKG showed atrial fibrillation with rapid ventricular response. Troponin …