Medicine and Health Sciences Commons^™

Vascular Risk Factors And 1-Year Cognitive Change Among Individuals With Traumatic Brain Injury, Andrea L. C. Schneider, Katherine Hunzinger, Benjamin L. Brett, Danielle K Sandsmark, Sonia Jain, Xiaoying Sun, Raquel C. Gardner, Geoffrey T. Manley, Ramon Diaz-Arrastia, Lindsay D. Nelson, Patrick Belton, Shawn Eagle, Shankar Gopinath, Ramesh Grandhi, C. Dirk Keene, Vijay Krishnamoorthy, Christine Mac Donald, Michael Mccrea, Randall Merchant, Pratik Mukherjee, Laura B. Ngwenya, David Okonkwo, Claudia Robertson, David Schnyer, Sabrina R. Taylor, John K. Yue, Ross Zafonte

Department of Exercise Science Faculty Papers

IMPORTANCE: Traumatic brain injury (TBI) and vascular risk factors are associated with cognitive impairment, but it is unknown if individuals with vascular risk factors experience worse cognitive outcomes after TBI.

OBJECTIVE: To evaluate cognitive function among patients with TBI with vs without comorbid preinjury vascular risk factors.

DESIGN, SETTING, AND PARTICIPANTS: This prospective cohort study examined individuals with TBI enrolled in the Transforming Research and Clinical Knowledge in TBI (TRACK-TBI) Study between February 26, 2014, and August 8, 2018, with a 1-year follow-up. Analyses were conducted February 26, 2024, to May 29, 2025.

EXPOSURES: Vascular risk factors (ie, hypertension, diabetes, …

Differing Impacts Of Cardiac Implantable Electronic Device Leads On Tricuspid Regurgitation, Sophie A. Leon, Melissa Austin, Nayeem Nasher, Daler Rahimov, Faizaan Siddique, Chitra Parikh, Danial Ahmad, Vakhtang Tchantchaleishvili, Behzad B. Pavri

Division of Cardiology Faculty Papers

BACKGROUND: Placement of cardiac implantable electronic devices (CIED) with leads that traverse the tricuspid valve is thought to contribute to tricuspid regurgitation (TR). However, there are relatively limited data comparing the impact of different CIED lead types on the incidence and progression of TR. This study sought to quantify the change in TR severity following implantation of CIEDs with different lead types.

METHODS: Patient data were collected on individuals with implantable cardioverter defibrillators (ICD), right ventricular-paced pacemakers (RV-PM), and His bundle-paced pacemakers (His-PM) placed by a single provider at a single institution between 2016 and 2019. Patients with extravascular CIED …

Individual Noise-Tolerance Profiles And Neural Signal-To-Noise Ratio: Insights Into Predicting Speech-In-Noise Performance And Noise-Reduction Outcomes, Subong Kim, Susan Arzac, Natalie Dokic, Jenn Donnelly, Nicole Genser, Kristen Nortwich, Alexis Rooney

Department of Communication Sciences and Disorders Faculty Scholarship and Creative Works

Background/Objectives: Individuals with similar hearing sensitivity exhibit varying levels of tolerance to background noise, a trait tied to unique individual characteristics that affect their responsiveness to noise reduction (NR) processing in hearing aids. The present study aimed to capture such individual characteristics by employing electrophysiological measures and subjective noise-tolerance profiles, and both were analyzed in relation to speech-in-noise performance and NR outcomes. Methods: From a sample of 42 participants with normal hearing, the neural signal-to-noise ratio (SNR)—a cortical index comparing the amplitude ratio between auditory evoked responses to target speech onset versus noise onset—was calculated, and individual noise-tolerance profiles were …

Applications Of Preclinical Magnetic Resonance Imaging In The Treatment Of Traumatic Brain Injury And Understanding Carotid Artery Atherosclerosis, Evan Timothy Curtis

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Advances in magnetic resonance imaging (MRI) provide the opportunity to investigate research questions that have been left unanswered. In the cases of traumatic brain injury (TBI) and carotid artery atherosclerosis, MRI is a resource for non-invasively viewing the phenomena taking place. Additionally, potential interventions and treatments can be observed without harm to the subject. This dissertation expands the understanding of two preclinical applications of MRI: traumatic brain injury and carotid artery atherosclerosis in mouse models.

TBI is a leading cause of death and disability for individuals between 15–45 years of age and effective pharmaceutical interventions for treating the secondary damage …

Study Of Ai Applications In Biomedical Data Acquisition, Communication, And Analysis: Cest Mri Acceleration And Ecg Transmissions, Adarsha Bhattarai

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

This dissertation investigates the application of artificial intelligence in biomedical data acquisition, communication, and analysis to advance neurological research and to enable the early detection of cardiovascular conditions. Despite significant advances in imaging and physiological modalities, challenges persist. Imaging modalities, such as the chemical exchange saturation transfer magnetic resonance imaging (CEST MRI) technique are challenged by a prolonged data acquisition time and high operational costs. In addition, physiological modalities such as electrocardiogram (ECG) sensors face constraints in providing uninterrupted signal monitoring which is crucial for the timely detection of premature cardiac abnormalities. The primary goal of this work is to …

“Self-Compassion Has To Be The Heartbeat Of How I Move Through Life”: A Mixed Methods Study Of Family Caregiver Emotional Well-Being, Sarah O. Rasby

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Often referred to as “hidden patients,” family caregivers endure numerous physical, emotional, psychological, and social hardships due to the demands of caregiving, which often results in their own needs going unmet. With the projected 61.3 million of the baby boomer generation entering the long-term care phase by 2029 along with a mass shortage of professional caregivers post-pandemic, more and more family members are expected to fill in for the role of care without sufficient access to support services (Pollard & Scommegna, 2014; Smith & Chang, 2016). An exploratory, mixed-methods study using a three-group intervention design was utilized to investigate the …

Honoring Childhood Agency In Developmental Research: Best Practices, Applications, And Insights, Amanda N. Howery, Olivia J. Lashley, Hanna R. Wright, Julia L. Williams, Olivia K. Nomura, Eline Lenne, Elizabeth K. Wood, Hanna C. Gustafsson, Elinor L. Sullivan

School of Social Work Faculty Publications and Presentations

Pediatric research requires caregivers to provide informed consent on behalf of their children. While not a formal requirement for children under the age of seven, it is important to involve child participants in the assent and decision-making processes in developmentally appropriate ways. This is especially important in longitudinal research, where the extent to which a developing child understands study tasks evolves over time. Although there is consensus that assent procedures are important and necessary, limited resources synthesizing strategies for pediatric researchers to encourage positive and respectful research experiences for young children exist. We describe methods used in an ongoing longitudinal …

Direct And Indirect Experiences, Risk Perceptions, And Vaccine Booster Intention: A Mediation Study In Singapore Using Secondary Risk Theory, Sonny Rosenthal, Agnes S. F. Chuah, Hye Kyung Kim, Shirley S. Ho

Research Collection College of Integrative Studies

This study examined how direct experiences with COVID-19 infection and vaccination and indirect experience through government and media information predict individuals' intention to receive a COVID-19 booster dose. Drawing on secondary risk theory, we conducted a nationally representative door-to-door survey of 1000 adult Singapore residents in mid-2024. We used structural equation modeling to test whether risk perceptions and efficacy beliefs mediate the effects of experience and information exposure on booster intention. Booster intention was positively related to perceived susceptibility to infection, vaccine effectiveness, vaccination self-efficacy, and prior vaccination, and negatively related to perceived severity of and susceptibility to booster side …

Antithrombotic Strategies And Outcomes In Neonates And Infants With Cardiac Shunts: A Systematic Review And Meta-Analysis., Amy L. Kiskaddon, Neil A. Goldenberg, Marisol Betensky, Joshua W. Branstetter, Dina Ashour, Pamela Williams, Arabela C. Stock, Michael Silvey, Therese M. Giglia, Nhue L. Do, Cardiac Disease Thrombosis And Hemostasis Working Party Of The Isth Ssc Subcommittee On Pediatric And Neonatal Thrombosis And Hemostasis

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Cardiac shunt thrombosis in neonates and infants remains a concern for shunt failure and mortality. The optimal strategy for thromboprophylaxis remains unknown.

OBJECTIVES: This systematic review aims to characterize antithrombotic strategies and outcomes in neonates and infants with a cardiac shunt.

METHODS: MEDLINE, Embase, and Cochrane CENTRAL were searched from inception through July 2024 for studies reporting shunt thrombosis prevalence among infants who received a cardiac shunt. We estimated the pooled prevalence of shunt thrombosis using random-effects meta-analysis. In the subgroup analysis, we evaluated the effects of shunt type and antithrombotic strategies on shunt thrombosis prevalence.

RESULTS: A total …

American College Of Rheumatology Guidance Statements For Addressing Mental Health Concerns In Youth With Pediatric Rheumatologic Diseases., Natoshia R. Cunningham, Ashley N. Danguecan, Samantha L. Ely, Yaa Amponsah, Alaina Davis, Suzanne Edison, Julia G. Harris, Jordan T. Jones, Alana Goldstein-Leever, Alison Manning, Anne Mchugh, Crystal Mui, Ekemini Ogbu, Nikki Reitz, Martha Rodriguez, Natalie Rosenwasser, Alyse Tankanow, Erin Treemarcki, Katherine Winner, Tamar B. Rubinstein, Andrea M. Knight, Carra Mental Health Workgroup

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVE: Pediatric rheumatologic diseases (PRDs) are characterized by high rates of anxiety and depression known to impact health-related outcomes. We present guidance statements to assess and manage mental health concerns for youth with PRDs in pediatric rheumatology practice.

METHODS: Development of the guidance statements was initiated in 2019 and concluded in November 2023. It included (1) the formation of a task force (including pediatric rheumatologists, pediatric behavioral health providers, patients, and parents) led by two licensed pediatric psychologists and two board-certified pediatric rheumatologists, (2) iterative drafting of statements and rating of evidence based on the Oxford Centre for Evidence-Based Medicine …

08-19-25 Bor Hsc Committee Meeting Minutes, Patricia Serna

HSC Committee (A subcommittee of the UNM Board of Regents)

08-19-25 BOR HSC Committee Meeting Minutes

08-19-25 Hsc Committee Meeting Notice, Patricia Serna

HSC Committee (A subcommittee of the UNM Board of Regents)

08-19-25 HSC Committee Meeting Notice

Dean's Research Newsletter, August 2025, Neil W. Schluger

SOM Dean's Research Newsletter

No abstract provided.

A Word From The Writing Team (August 2025), Pam Walter, Mfa

A Word From the Writing Team (Newsletter)

This issue includes:

• Publications Spotlight
• Join the Last Summer Writing Warriors Session Tomorrow
• Check out our Fall Workshops
• Two Ways to Fund Open Access Fees

Pre-Emptive Analgesia For Periodontal And Implant-Related Surgery: A Systematic Review And Meta-Analysis, Christos Gousias, Zainab Alsuwaiyan, Alissa Fial, Shengtong Han, Dimitris N. Tatakis, Vrisiis Kofina

Library Faculty Research and Publications

Objective

This systematic review aimed to answer the question: In patients undergoing periodontal and peri-implant surgery, gingival augmentation, implant site development or placement, are pre-emptive analgesics effective in controlling post-operative pain compared with patients not receiving pre-emptive medications?

Materials and Methods

After comprehensive electronic and manual literature searches, randomised placebo-controlled clinical trials on adults undergoing the aforementioned surgeries were included. A meta-analysis was performed comparing pain (standardised mean difference) between pre-emptive medication and placebo at post-operative hours 1, 3, 6, 8, 24 and 72.

Results

Two reviewers screened 1995 titles, included 18 studies in the systematic review (open flap debridement, …

Enhancing Severely Compromised Premolar Strength: Role Of Cusp Reduction Design In Cad/Cam Composite Restorations, Hend Sayed Ahmed, Mohamed Fouad Haridy, Ahmed Refaat Mohamed, Shehabeldin Saber, Edgar Schafer, Samar Swelam, Youssef Mohamed Haridy

Dentistry

No abstract provided.

Does Ultrasound Guidance During Arthrocentesis In Women With Disc Displacement Without Reduction Reduce Procedure Time And Improve Outcomes? A Randomized Clinical Trial, Moataz Dr. Bahaa, Abdelrahman Fahmy Dr., Hisham Elsheikh Dr., Bassam Abulnoor, Amr Amin Prof., Sherif El Bahnasy, Karim Abdelmohsen Prof

Dentistry

Introduction: The goal of using ultrasound-guided (USG) arthrocentesis is to reduce number of needle insertion attempts, which is hypothesized to reduce procedure time, postoperative pain, and consequently, limitation in range of motion. Purpose: The objective of this study was to compare the therapeutic and operative efficiency of USG Single-Puncture Arthrocentesis (SPA) Type 2 and SPA Type 2 arthrocentesis without ultrasound guidance in the treatment of temporomandibular joint (TMJ) internal derangement (ID) “disc displacement without reduction (DDWOR).” Materials and methods: A double-blinded prospective randomized clinical trial (RCT) was conducted from December 2022 to December 2023 at Ain Shams University Hospital. It …

The Importance Of Imperfect Pre-Clinical Models In Adolescent Idiopathic Scoliosis, Diane S Sepich, Ryan S Gray, Nadav Ahituv, Christina A Gurnett, Jonathan J Rios, Lila Solnica-Krezel, Carol A Wise

2020-Current year OA Pubs

Adolescent idiopathic scoliosis (AIS) is a twisting spinal deformity that occurs in otherwise healthy children at the time of rapid pre-pubescent growth. AIS affects ∼3% of children worldwide and is the most common musculoskeletal diagnosis in pediatric populations, posing a significant physiological, psychosocial and financial burden to patients. Genetic predisposition is a clear and major contributor to AIS, and insights from genomic discoveries are inspiring translational studies ultimately aimed at developing novel diagnostics and therapies. Pre-clinical animal models of AIS are now essential to validate human genetic findings, understand gene-by-environment interactions, and speed etiologic and therapeutic discovery. In this Perspective, …

Sex-Related Measurement Bias In Autism Spectrum Disorder Symptoms In The Baby Siblings Research Consortium, Catherine A Burrows, Natasha Marrus, Et Al.

2020-Current year OA Pubs

IMPORTANCE: Disparities exist in age of diagnosis and prevalence of autism spectrum disorder (ASD) for female compared with male children. Correcting for sources of bias is critical for improving equitable ASD identification.

OBJECTIVE: To determine whether sex differences exist in measurement of ASD symptoms using the Autism Diagnostic Observation Schedule (ADOS) among young children at high familial likelihood (HFL) and low familial likelihood (LFL) of ASD.

DESIGN, SETTING, AND PARTICIPANTS: This cohort study collected longitudinal, prospective data from the Baby Siblings Research Consortium between January 1, 2003, and December 31, 2021. Participants included 3106 children who had an older sibling …

Screening Programmes And Breast Cancer Mortality: An Observational Study Of 194 Countries, Syed Mahfuz Al Hasan, Debbie L Bennett, Adetunji T Toriola

2020-Current year OA Pubs

OBJECTIVE: To investigate the associations between national breast cancer screening programmes and breast cancer mortality globally.

METHODS: We collected data on breast cancer screening programmes and breast cancer mortality from the World Health Organization's Global Health Observatory, the Global Burden of Diseases 2021 study and the Eurostat database. We assessed differences in breast cancer mortality between countries with regular and irregular screening programmes, adjusting for sociodemographic index. We calculated annual changes in breast cancer mortality from 2015 to 2021 and assessed differences in mortality changes between countries with regular and irregular screening programmes.

FINDINGS: Between 2015 and 2021, 94 of …

Association Between Nt-Probnp Changes And Clinical Outcomes In Paediatric Patients With Heart Failure: Insights From Panorama-Hf And Paradigm-Hf, Robert Shaddy, Charles Canter, Et Al.

2020-Current year OA Pubs

AIMS: The PANORAMA-HF trial demonstrated significant N-terminal pro-B-type natriuretic peptide (NT-proBNP) reductions in paediatric patients with left ventricular systolic dysfunction with sacubitril/valsartan or enalapril treatment over 52 weeks. This post hoc analysis aims to correlate changes in NT-proBNP levels with clinical outcomes in PANORAMA-HF patients receiving either sacubitril/valsartan or enalapril. Additionally, NT-proBNP reductions in the paediatric population were compared with a subset of adult heart failure with reduced ejection fraction (HFrEF) patients from the PARADIGM-HF trial.

METHODS AND RESULTS: This post hoc analysis utilized data from Part 2 of the PANORAMA-HF trial. Associations between baseline NT-proBNP levels, changes post-baseline and …

Bridging Psychiatry And Rare Genetic Diseases: A Scoping Review Of Therapeutic Strategies And Diagnostic Delay Paired With Healthcare Economic Burden Analysis, Sheldon R Garrison, Isaac J Siegel, Christopher R Takala, Sarah L Vaithilingam, Gene W Yang, Anthony W Zoghbi, Madeline M Hartig, Sreya Vadapalli, Margaret E Anderson

Duncan NRI Faculty and Staff Publications

Rare genetic diseases (RDs) with primary neuropsychiatric symptoms pose unique challenges for diagnosis and management. While the majority of these RDs have neuropsychiatric symptoms that are secondary to the RD, a subset presents with primary neuropsychiatric symptoms directly linked to their underlying pathophysiology. This subset has significant unmet medical need with delayed diagnoses leading to prolonged delays in treatment optimization and the trialing of medications that fail to target the underlying pathophysiology. This comprehensive review identifies 108 RDs with central neuropsychiatric symptoms that have a 7.7-year average diagnostic delay. Optimal management strategies for these RDs typically includes non-psychotropic medications, dietary …

Formation Control Between Leader And Migratory Follower Tissues Allows Coordinated Growth, Toru Kawanishi, Takamichi Sushida, Tony Y-C Tsai, Hiroyuki Takeda, Sean G Megason

2020-Current year OA Pubs

Coordinated growth of multiple tissues is fundamental to shaping our body, but the underlying mechanisms remain underexplored. In zebrafish embryos, midline tissues composed of the notochord, floorplate, and hypochord elongate synchronously with their lengths aligned. We show that floorplate and hypochord cells collectively migrate posteriorly along the nascent notochord extracellular matrix as it extends posteriorly, maintaining the tripartite configuration. Fibroblast growth factor-mediated migration in a spatially graded manner causes cell stretching, which triggers Yap-dependent proliferation and controls floorplate and hypochord growth. Supported by mathematical modeling, we further suggest that their growth is fine-tuned by mechanical tethering to the notochord via …

Left Atrial And Ventricular Remodeling In Chronic Mitral Regurgitation, Jack J Yi, Martha Mcgilvray, Tari-Ann Yates, Samantha Procasky, Jakraphan Yu, Caleb Berberet, Nicholas Banull, Jie Zheng, Jonathan K Zoller, Matthew R Schill, Christian Zemlin, Ralph J Damiano Jr

2020-Current year OA Pubs

OBJECTIVE: This study describes the structural and mechanical changes in the left atrium and left ventricle in a canine model of chronic mitral regurgitation in an attempt to identify markers linked to the onset of atrial tachyarrhythmias or left ventricle dysfunction.

METHODS: Animals underwent baseline and terminal echocardiography and cardiac magnetic resonance imaging. Under echocardiographic guidance, chordae tendinae were avulsed until there was severe mitral regurgitation, defined by regurgitant jet area to left atrium area more than 70%. At terminal surgery, rapid atrial pacing was performed to test inducibility of atrial tachyarrhythmias.

RESULTS: Twelve canines underwent mitral valve chordae avulsion …

Real-World Outcomes And Management Considerations Following Surgical Aortic Valve Replacement With The Trifecta Valve, Dan Gutfinger, Ibrahim Sultan, Gorav Ailawadi, Danny Ramzy, Tsuyoshi Kaneko, Yang Yu, Geetanjali Meka, Julie B Prillinger, Joseph E Bavaria

2020-Current year OA Pubs

BACKGROUND: Bioprosthetic surgical aortic valve replacement (SAVR) using the Trifecta valve was frequently chosen because of its large opening area and low transvalvular gradient. However, long-term follow-up revealed the potential for early structural valve deterioration. To further assess the long-term clinical outcomes and management considerations for patients implanted with the Trifecta valve, a real-world study using Medicare fee-for-service claims data was conducted with a focus on Trifecta valve reintervention.

METHODS: De-identified patients undergoing SAVR with the Trifecta™ valve (Abbott) in the U.S. between 1/1/2011-12/31/2021 were selected by ICD-9/10 procedure codes and then linked to a manufacturer device tracking database. All-cause …

Implementation Outcomes Of A Patient Decision-Aid In A Diverse Population With Systemic Lupus Erythematosus In 15 Us Rheumatology Clinics, Jasvinder A Singh, Seth Eisen, Alfred Kim, Et Al.

2020-Current year OA Pubs

OBJECTIVE: The objective of this study was to examine the clinical outcomes during the implementation of a self-administered patient decision-aid (PtDA) for lupus.

METHODS: We provided an effective computerized lupus PtDA in 15 rheumatology outpatient clinics 2019-2024 (including the COVID pandemic). We undertook Organizational Readiness to Implement Change Surveys (ORICs) and Team Learning and Psychological Safety Surveys (TLPSSs) at baseline. The primary study outcome objective measure, percent penetration/reach, was defined as the number of patients who viewed the lupus PtDA at the end of the study, divided by the total number of eligible patients (times 100). We used validated clinical …

Disruption Of The Cerebrospinal Fluid-Plasma Protein Balance In Cognitive Impairment And Aging, Amelia Farinas, Daniel Western, Jigyasha Timsina, Carlos Cruchaga, Et Al.

2020-Current year OA Pubs

The brain barrier system, including the choroid plexus, meninges and brain vasculature, regulates substrate transport and maintains differential protein concentrations between blood and cerebrospinal fluid (CSF). Aging and neurodegeneration disrupt brain barrier function, but proteomic studies of the effects on blood-CSF protein balance are limited. Here we used SomaScan proteomics to characterize paired CSF and plasma samples from 2,171 healthy or cognitively impaired older individuals from multiple cohorts, including the Global Neurodegeneration Proteomics Consortium. We identified proteins with correlated CSF and plasma levels that are produced primarily outside the brain and are enriched for structural domains that may enable their …

Benefit Of Early Oseltamivir Therapy For Adults Hospitalized With Influenza A: An Observational Study, Nathaniel M Lewis, Jennie H Kwon, Et Al.

2020-Current year OA Pubs

BACKGROUND: Clinical guidelines recommend initiation of antiviral therapy as soon as possible for patients hospitalized with confirmed or suspected influenza.

METHODS: A multicenter US observational sentinel surveillance network prospectively enrolled adults (aged ≥18 years) hospitalized with laboratory-confirmed influenza at 24 hospitals during 1 October 2022-21 July 2023. A multivariable proportional odds model was used to compare peak pulmonary disease severity (no oxygen support, standard supplemental oxygen, high-flow oxygen/non-invasive ventilation, invasive mechanical ventilation, or death) after the day of hospital admission among patients starting oseltamivir treatment on the day of admission (early) versus those who did not (late or not treated), …

Dissemination And Implementation Of A Telehealth-Enabled Program For Providing Infectious Disease Expertise In Rural Settings, Robin L P Jump, Jason P Burnham, Et Al.

2020-Current year OA Pubs

BACKGROUND: Telehealth can facilitate improving antibiotic use and related antimicrobial stewardship activities in facilities underserved by infectious diseases (IDs) expertise. We describe implementation of the Department of Veterans Affairs (VA) videoconference antimicrobial stewardship team (VAST) to connect multidisciplinary teams from rural VA medical centers (VAMCs) with geographically distant ID experts.

METHODS: We implemented VASTs at 10 rural VAMCs from September 2021 to February 2024. VASTs consisted of regular meetings between rural VAMCs and an off-site ID expert who met by videoconference to discuss clinical cases, emphasizing recommendations for antibiotic prescribing. The VA Corporate Data Warehouse was used to collect information …

Echollm: Extracting Echocardiogram Entities With Light-Weight, Open-Source Large Language Models, Jonathan Chi, Yazan Rouphail, Ethan Hillis, Ningning Ma, An Nguyen, Jane Wang, Mackenzie Hofford, Aditi Gupta, Patrick G Lyons, Adam Wilcox, Albert M Lai, Philip R O Payne, Marin H Kollef, Caitlin Dreisbach, Andrew P Michelson

2020-Current year OA Pubs

OBJECTIVES: Large language models (LLMs) have demonstrated high levels of performance in clinical information extraction compared to rule-based systems and traditional machine-learning approaches, offering scalability, contextualization, and easier deployment. However, most studies rely on proprietary models with privacy concerns and high costs, limiting accessibility. We aim to evaluate 14 publicly available open-source LLMs for extracting clinically relevant findings from free-text echocardiogram reports and examine the feasibility of their implementation in information extraction workflows.

MATERIALS AND METHODS: We used 14 open-source LLM models to extract clinically relevant entities from echocardiogram reports (

RESULTS: In aggregate, Gemma2:9b-instruct had the highest precision, recall, …