Digital Commons Network^™

Ectopic B Lymphocyte Follicles Exacerbate Ischemic Brain Damage Via Mif-Cd74/Cxcr4 And Interferon Signaling, Sheng Yang, Hang Zhang, Lu-Lu Xu, Luo-Qi Zhou, Yun-Hui Chu, Xiao-Wei Pang, Li-Fang Zhu, Ming-Hao Dong, Ke Shang, Jun Xiao, Long-Jun Wu, Wei Wang, Dai-Shi Tian, Chuan Qin

Faculty, Staff and Student Publications

Neuroinflammation, encompassing both innate and adaptive immune responses, plays a crucial role in ischemic stroke. Although B lymphocytes are central to adaptive immunity, their contributions to ischemic stroke remain poorly understood. Here, we demonstrated that B lymphocytes accumulate in ischemic lesions, forming germinal center-like structures at the later stage after stroke, which mainly depended on in situ proliferation. This accumulation correlated with worsened neuroinflammation and ischemic injury, whereas B cell depletion reduced chronic brain damage during stroke. Mechanistically, microglia recruited B cells into ischemic lesions through MIF-CD74/CXCR4 signaling during the early phase of stroke, while IFN-related pathways in B cells …

Surface Morphometrics Reveals Local Membrane Thickness Variation In Organellar Subcompartments, Michaela Medina, Ya-Ting Chang, Hamidreza Rahmani, Mark Frank, Zidan Khan, Daniel Fuentes, Frederick A Heberle, M Neal Waxham, Benjamin A Barad, Danielle A Grotjahn

Faculty, Staff and Student Publications

Lipid bilayers form the basis of organellar architecture, structure, and compartmentalization in the cell. Decades of biophysical, biochemical, and imaging studies on purified or in vitro-reconstituted liposomes have shown that variations in lipid composition influence the physical properties of membranes, such as thickness and curvature. However, similar studies characterizing these membrane properties within the native cellular context have remained technically challenging. Recent advancements in cellular cryo-electron tomography (cryo-ET) imaging enable high-resolution, three-dimensional views of native organellar membrane architecture preserved in near-native conditions. We previously developed a "Surface Morphometrics" pipeline that generates surface mesh reconstructions to model and quantify cellular membrane …

The Relationships Between Social Network Size, Loneliness And Personality In Individuals Living With A Neurological Condition: An Exploratory Study, Isabella Branson, Kate Turner, Mitchell Turner, Manja Laws, Leah Dempsey, Simon Laws, Mandy Stanley, Johnny Lo, Travis Cruickshank

Research outputs 2022 to 2026

Background: People living with a neurological condition often report having smaller social networks and less frequent social contact, leading to greater loneliness and worse quality of life. This study explored the relationships between personality traits, social network size (SNS) and perceived loneliness in this population. Methods: Sixty-eight individuals diagnosed with a neurological condition participated in this study. Perceived loneliness was assessed using the UCLA Loneliness Scale – Version 3, SNS was evaluated by the Social Network Index and personality traits were examined using the NEO Factor Five Inventory. Path analysis was conducted to determine if loneliness was negatively associated with …

Prevalence And Risk Factors For Non-Hacek Gram-Negative Bacillus Endocarditis: A Retrospective Analysis, Jason H Park, Edwin Chen, Divyia E Joseph, Audrey Wanger, J Alex Viehman, Simi Padival

Faculty, Staff and Student Publications

Background: Infective endocarditis (IE) caused by non-HACEK gram-negative bacilli (GNB) is challenging to diagnose and is associated with high morbidity and mortality. There is growing literature highlighting the differences in IE prevalence amongst various GNB; therefore, there is an impetus to characterize these traditionally "atypical" organisms to accurately risk stratify this complex infectious diagnosis.

Methods: This investigation was a retrospective cohort study conducted at 2 health care institutions in the USA. All hospitalized adult patients with bloodstream infection with a prespecified GNB (Enterobacter cloacae, Escherichia coli, Klebsiella aerogenes, Klebsiella pneumoniae, Klebsiella oxytoca, Pseudomonas aeruginosa, and Serratia marcescens) between January 1, …

Results From Jail-Based Substance Use Treatment In Tooele County, Matthew Huntington, Shianne Anderson

Outcomes and Impact Quarterly

This article describes the development and outcomes of a jail-based substance use treatment program in Tooele County, Utah. The program addresses the elevated overdose risk among individuals leaving incarceration through education, peer support, and coordinated reentry planning. Program outcomes include reduced recidivism and improved connection to recovery supports.

The Role Of Top-Down Appetite Self-Regulation In The Development Of Healthy Eating Behaviors Among Children: A Narrative Review And Socialization Framework, David J Bridgett, Sheryl O Hughes, Matthew Broussard, Daniela Mccourt, Christina M Croce, Jennifer O Fisher

Children’s Nutrition Research Center Staff Publications

Appetite self-regulation (ASR) among children is thought to have a fundamental role in shaping the development of healthy eating behaviors, dietary intake, and growth during childhood. Parallel to developmental frameworks for understanding "general" self-regulation among children, ASR has been described as involving children's use of "top-down" cognitive processes to moderate "bottom-up" biological drives around food approach and avoidance in the interest of achieving desired eating behaviors or outcomes. Whereas bottom-up ASR processes during early childhood are well characterized, particularly in the context of dysregulation and obesity risk, the role of top-down ASR processes in the development of healthy eating behaviors …

Pre- And Postnatal Exposure To Pm2.5 And No2 And Blood Pressure In Children: Results From The Echo Cohort, Yu Ni, Andrew Law, Xingyu Gao, Adam A Szpiro, Christine T Loftus, Miranda Jones, Logan C Dearborn, Marnie F Hazlehurst, Allison R Sherris, Sindana Ilango, Kaja Z Lewinn, Nicole R Bush, Qi Zhao, Leonardo Trasande, Joseph T Flynn, Daniel A Enquobahrie, Ruby H N Nguyen, Tom O'Connor, Arpita K Vyas, Mingyu Zhang, Hooman Mirzakhani, Alison Hipwell, Anne Starling, Alicia K Peterson, Akhgar Ghassabian, Assiamira Ferrara, Judy Aschner, Scott Collingwood, Margaret R Karagas, Michelle Katzow, Annemarie Stroustrup, Mehtap Haktnair, Tina V Hartert, Brittney M Snyder, Sophia Jan, Anne Marie Singh, Dana Dabelea, Angela M Malek, Jennifer K Straughen, Carlos A Camargo, Miatta A Buxton, Rosalind Wright, Kecia Carroll, Keia Sanderson, Daphne Koinis Mitchell, Viren D'Sa, Christine Hockett, Anne L Dunlop, Shohreh F Farzen, Sunni L Mumford, Akram N Alshawabkeh, Hudson P Santos, Xueying Zhang, Zhongzheng Niu, Nan Ji, Carrie Breton, Donghai Liang, Catherine J Karr, Echo Cohort Consortium

Children’s Nutrition Research Center Staff Publications

Background: There is growing interest in understanding the link between early life exposures to ambient air pollution and childhood blood pressure; however, existing findings, largely from single site/cohort studies, are inconclusive.

Methods: We examined the association between exposures to fine particulate matter (PM2.5) and nitrogen dioxide (NO2) and blood pressure measured at age 5-12 years in 4863 U.S. children from 20 pregnancy cohorts of the NIH ECHO cohort. Point-based residential exposures were derived from spatiotemporal models with a biweekly resolution and averaged over each trimester, the whole pregnancy, and child age 0-2 years. We converted systolic (SBP) and diastolic blood …

Morphea With Seronegative Inflammatory Arthritis And Normal Acute Phase Reactants: A Case Report, Balakrishnan Navaneethakrishnan, Mahabaleshwar Mamadapur

Digital Journal of Clinical Medicine

Localised scleroderma, also known as morphea, is an immune-mediated fibrosing disorder that primarily affects the skin and subcutaneous tissues. While traditionally considered purely a cutaneous disease, extracutaneous manifestations (especially inflammatory arthritis) are increasingly being appreciated. The combined presence of morphea and inflammatory arthritis is rare and can be difficult to diagnose, particularly when inflammatory markers and serological testing are non-contributory.

Case Summary : We describe a 41-year-old woman with long-standing biopsy-proven morphea who over 2 years developed chronic, asymmetric inflammatory arthritis of the left wrist and hand small joints. On examination, she had active synovitis with restricted movements of her …

Pseudo-Hallucinations: A Diagnostic Conundrum, Dr Sankram Nayak, Manju Aswath, Vathsalya S. Gowda

Digital Journal of Clinical Medicine

Background:

Pseudohallucinations are vivid, hallucination-like experiences that are internal, recognized as unreal. Distinguishing from true hallucinations remains a diagnostic challenge.

Case-report

33-year-old female with family history of psychosis presented with 10-year duration of delusion of infidelity and auditory experiences, with normal Biopsychosocial functioning. She had multiple psychiatric consultations, diagnosed as paranoid schizophrenia, treated with  various antipsychotics, ECT, current prescription of clozapine(350mg) with clozapine induced seizure.  Reported that her husband was emotionally unavailable. She described the voices in her head which were non-threatening, praising her for having qualities of an ideal-wife.  They were constant companions giving her solace and hence refrained …

Human-Centered Design Of Patient Interviews: Capturing The Experiences Of Patients Recovering From Emergency Abdominal Surgery, Jenna L Marquard, Christie L Martin, Elizabeth C Wick, Amanda C Trofholz, Matthew S Loth, Suhyun Park, Genevieve B Melton

The Brown Foundation: Institute of Molecular Medicine

Objectives: Recognizing the challenges of at-home recovery following a truncated presurgical pathway for emergency laparotomy (EL) patients, we sought to identify barriers and facilitators to optimal recovery. This study aimed to develop a human-centered interview guide to capture the experiences of patients recovering at home after EL.

Methods: We employed an iterative human-centered design (HCD) approach to interview guide development, structured across 3 cycles. Each cycle refined the interview guide based on mock interviews and feedback from an interdisciplinary team. In cycle 1, we focused on creating a patient-centered, understandable guide. In cycle 2, we introduced a preinterview survey to …

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 …

An Adp Getaway Service, Not An Atp Tank: Insights Into The Phosphagen System In Neurons, Madeline P Marques, Kartik Venkatachalam

Faculty, Staff and Student Publications

No abstract provided.

Potential Missed Opportunities To Administer Intravenous Thrombolysis To Patients With Acute Ischemic Stroke, Babak B Navi, Mengxi Wang, Jose-Miguel Yamal, Suja S Rajan, Alexandra L Czap, Stephanie A Parker, May Nour, Ilana Spokoyny, Saad Mir, Mathew E Fink, Joshua Z Willey, William J Jones, James C Grotta

Faculty, Staff and Student Publications

Background: Recent years have seen improvements in stroke-care pathways, including mobile stroke units (MSUs), and this may have affected the rate, predictors, and outcomes of patients with acute ischemic stroke who qualify for but do not receive treatment with intravenous thrombolysis (IVT).

Methods: This was a secondary observational cohort analysis of the prospective, multicenter BEST-MSU trial (Benefits of Stroke Treatment Delivered by a Mobile Stroke Unit Compared With Standard Management by Emergency Medical Services), conducted in 7 US cities from 2014 to 2020, comparing MSU management versus standard emergency department management for patients with suspected acute ischemic stroke. The analytical …

Establishing Proof-Of-Concept For The Feasibility And Implementation Of A Point-Of-Sale Firearm Safety Counseling Program: A Qualitative Case Study, Amanda Koong, Mike Henson-Garcia, Lauren Malthaner, Katelyn Jetelina, Belinda Hernandez, Sandra Mckay

Faculty, Staff and Student Publications

Safe firearm storage is critical for injury prevention, yet there is limited evidence surrounding effective interventions to promote storage behaviors among owners. One potential avenue for intervention is at the point-of-sale, a concept well-proven in the nutrition promotion and tobacco cessation space. This study explored firearm retailer attitudes toward a firearm storage intervention delivered at the point of sale. Seventeen in-depth interviews were conducted with firearm retailers from a suburban gun shop in Fort Bend, USA. This semi-structured interview assessed firearm retailer perceptions of the proposed point-of-sale intervention. Interviews were transcribed and independently coded to identify themes that emerged from …

Asymmetric Sacral Dysmorphism: Prevalence And Impact On Surgical Planning, Adeet Amin, Kathryn Barth, Colin Ward, Ryan Deangelis, Gregory Schimizzi, Connor Park, Milton L Routt, Stephen J Warner, Patrick Kellam, Mark R Adams, Jonathan G Eastman

Faculty, Staff and Student Publications

Objectives: To determine the prevalence and surgical relevance of asymmetry in patients with sacral dysmorphism.

Design: Retrospective review.

Setting: Level 1 academic trauma center.

Patient selection criteria: Included were patients between 16 and 85 years old with an operative pelvic ring injury (Orthopaedic Trauma Association/Arbeitsgemeinschaft für Osteosynthesefragen (OTA/AO) 61A-C) and a thin-cut pelvis computed tomography (≤2.0 mm) with 3D reformats. Sacral dysmorphism was defined by the inability to place a transiliac-transsacral screw in the upper sacral segment.

Outcome measures and comparisons: Asymmetry was assessed by evaluating side-to-side differences in neuroforaminal height, upper sacral segment pathway obliquity, and anterior-posterior pathway width. …

[Factors Associated With Adhd Medication Adherence And Treatment Outcomes, Hali Temkin, Kerri L Daniel, Diana Martinez, Julia C Bennett, Paris A Nix, Linh Nguyen, Yen-Chi Le, Bruno Kluwe-Schiavon, Cesar A Soutullo

Faculty, Staff and Student Publications

Introduction: Attention-Deficit/Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder that affects 5 to 8% of youth and 2.5 to 4% of adults. Pharmacological treatments are among the most effective when treating ADHD, yet adherence to medication is still sub-optimal. We reviewed the literature on clinical and socio demographic factors that may influence adherence and compared it to our clinical data.

Methods: We conducted a targeted literature review on factors associated with ADHD medication adherence. These factors were compared within our sample of patients aged 3-18 with ADHD at the Child and Adolescent Mood Disorders Program (ChAMP) at (UT Health) - Houston. …

Development And Initial Testing Of An Online Security Prime Writing Intervention During Covid-19, Angie S Leroy, Andreas Weyland, Jade Kanemitsu, Arya Tsay-Jones, Vincent D Lai, E Lydia Wu-Chung, Nyla Vela, Amanda Perozo, Valentina I Maza, Sierra Wickline, Katherine Beach, Robert Suchting

Faculty, Staff and Student Publications

Background and objectives: During the COVID-19 pandemic, we tested the efficacy of a one-week online security prime (SP) writing intervention in reducing distress among 254 adults (60+ years and/or having an underlying health condition). The efficacy of writing interventions can depend on several factors. Attachment orientations, characterized by dimensions of anxiety and avoidance, reflect individuals' tendencies in how they seek proximity to and rely on others for support, and influence how people experience and regulate their emotions.

Design and methods: Participants were randomly assigned to one of three conditions: Security Priming (SP), where people wrote about what made them feel …

Testing And Evaluation Of Generative Large Language Models In Electronic Health Record Applications: A Systematic Review, Ya-Wen Chuang, Yiming Li, Richard Yang, Wenyu Zhang, Xinyi Wang, Xinyu Chen, Hao Guan, John Lian, Pengyu Hong, David W Bates, Li Zhou

Faculty, Staff and Students Publications

           Background: The use of generative large language models (LLMs) with electronic health record (EHR) data is rapidly expanding to support clinical and research tasks. This systematic review characterizes the clinical fields and use cases that have been studied and evaluated to date.

Methods: We followed the Preferred Reporting Items for Systematic Review and Meta-Analyses guidelines to conduct a systematic review of articles from PubMed and Web of Science published between January 1, 2023, and November 9, 2024. Studies were included if they used generative LLMs to analyze real-world EHR data and reported quantitative performance evaluations. Through data extraction, we identified …

Relationship Between Heart Rate Variability And Sleep Among Girls And Boys With Abdominal Pain-Related Disorders Of Gut-Brain Interaction, Emily Simonds, Tasha Murphy, Margaret M Heitkemper, Rona L Levy, Robert J Shulman, Miranda A L Van Tilburg

Faculty, Staff and Students Publications

Background: Children with abdominal pain-related disorders of gut-brain interaction (AP-DGBI) often experience sleep disturbances which may be linked to the autonomic nervous system. Heart rate variability (HRV) is a non-invasive measure of autonomic nervous system activity. Our aim was to examine if HRV was associated with characteristics of disturbed sleep in children with AP-DGBI in order to elucidate the underlying physiological mechanisms of disturbed sleep.

Methods: This analysis used baseline data from a randomized control trial of 156 children ages 7-12 years with AP-DGBI. HRV was measured after dinner using a Polar monitor. Sleep disturbances were evaluated using the Children's …

Biomimetic And Bioinspired Materials: Design Strategies, Mechanical Properties, And Engineering Applications-A Review, Vijaya Prakash Balasubramanian, Manivannan Jayamani, Subramanian Lakshmi Sankar, Karthikayan Sundararajan, Gokulkumar Sivanantham, Syed Kashif Ali, Murugesan Palaniappan, Mezigebu Belay, Mohamed Abbas

Faculty, Staff and Students Publications

The field of biomimetic and bioinspired materials has progressed rapidly by drawing inspiration from nature's intricate structures and multifunctional systems in order to address pressing challenges in modern engineering. This review critically examines the mechanical performance of these materials, focusing on their hierarchical design principles, synthesis strategies, and versatility of application. Natural exemplars such as nacre, spider silk, and bone are emphasized, as their structural efficiency and functional adaptability have informed the development of synthetic analogues with superior strength, toughness, flexibility, and lightweight characteristics. The review also highlights advanced fabrication methods, such as additive manufacturing and precision chemical synthesis, which …

Mri Suspicious Lesions In Patients Under Active Surveillance Do Systematic Biopsies Still Add Value?, Natasha Oppenheim, Ron Marom, Yotam Veredgorn, Haim Herzberg, Snir Dekalo, Gal Keren-Paz, Roy Mano, Ofer Yossepowitch

Faculty, Staff and Students Publications

Introduction: Active surveillance (AS) requires regular monitoring to detect disease progression. Multiparametric magnetic resonance imaging (mpMRI) and targeted biopsies are commonly used to identify clinically significant prostate cancer (csPC) in AS patients, yet their diagnostic value remains unclear among this population.

Methods: We conducted a retrospective study of patients who underwent mpMRI followed by combined prostate biopsies between 2017 and 2022. Patients were categorized into AS and non-AS groups. We compared the diagnostic yield of mpMRI suspicious Prostate Imaging-Reporting & Data System (PI-RADS) 3-5 lesions using comparisons of PI-RADS score distribution and detection rates of csPC from targeted biopsies between …

Simulation-Free Spine Palliative Radiotherapy Enabled By Ai-Adapted Diagnostic Ct, Vincent Ugarte, Boran Zhou, Abdallah S R Mohamed, Piyush Pathak, Daniel Allen Hamstra, Baozhou Sun

Faculty, Staff and Students Publications

Background: Radiotherapy planning traditionally requires a dedicated simulation CT (sCT), which can introduce delays in initiating treatment. This is particularly impactful in spinal palliative care, where timely treatment is often important for symptom control and prevention of neurological deterioration. Although diagnostic CT (dCT) is frequently available earlier in the workflow, it can lead to geometric and dosimetric inaccuracies when used directly for treatment planning due to discrepancies in patient positioning, vertebral alignment, and table curvature.

Purpose: To develop and evaluate an AI-based method that transforms dCT into a simulation-equivalent planning CT (AI-pCT), enabling a clinically feasible simulation-free workflow for spinal …

Cardiac Catheterization In American Indian/Alaska Native Populations: Empowering Communities, Providers, And Systems Toward Equity, Lindsay F Eilers, Athar M Qureshi, Christine J Chung, Jason F Deen

Faculty, Staff and Students Publications

American Indian/Alaska Native (AI/AN) people face numerous health disparities, including alarming rates of cardiovascular morbidity and mortality. These inequities are closely tied to unique social, political, and economic circumstances due to the ongoing consequences of systemic racism. Although poorly described, these cardiovascular inequities extend to adult and pediatric interventional cardiology. AI/AN adults are less likely to undergo cardiac catheterization and are more likely to experience complications. There are no published studies on pediatric interventional cardiology outcomes in AI/AN children. The scarcity of available data underscores the need for novel studies to investigate the epidemiology, sociodemographic associations, and outcomes of AI/AN …

Predictive Validity Of The Obsessive-Compulsive Inventory-4 And Florida Obsessive-Compulsive Inventory-Ii Severity Scale, Mahnoor Ahmad, Vanessa Zavala Cruz, Dayan Berrones, Josselyn S Muñoz, Diana Obando, Servando Rodriguez Barajas, Renee M Frederick, Jacey L Anderberg, Hannah C Moore, Marcos E Ochoa-Panaifo, Mayra C Martinez Mallen, Ogechi C Onyeka, Andrew D Wiese, Melisa N Sagarnaga, Joseph F Mcguire, Ygor Arzeno Ferrão, Latin American Trans-Ancestry Initiative For Ocd Genomics (Latino), Wayne K Goodman, James J Crowley, Brazilian Obsessive-Compulsive Spectrum Disorder Working Group (Gttoc)

Faculty, Staff and Students Publications

Efficient and accurate screening tools are crucial for improving early identification and treatment outcomes among individuals with obsessive-compulsive disorder (OCD). This study evaluated the sensitivity and specificity of two OCD screening measures: the Obsessive-Compulsive Inventory-4 (OCI-4) and the Florida Obsessive-Compulsive Inventory-II (FOCI-II) severity scale. The measures were administered in a large transnational sample of Spanish speaking Latin American adults (N = 1696) with elevated obsessive-compulsive symptomatology. Participants completed diagnostic interviews (MINI and Y-BOCS) and self-report assessments across 23 sites in 11 countries. Both measures significantly distinguished OCD from non-OCD cases, with the FOCI-II demonstrating somewhat better predictive performance (AUC = …

Incidence Of Cancers Among Children Living With Hiv In Malawi After Widespread Availability Of Antiretroviral Therapy: A Population-Based Study, Jimmy Villiera, Mark Zobeck, Joseph Mhango, Allison Silverstein, Samuel Maloya, Apatsa Matatiyo, Eluness Simwela, Honour Mhango, Desire Hellings, Brigid O'Brien, Claudia Wallrauch, Tom Heller, Matthew Painschab, Kate Westmoreland, Atupele Mpasa, Rizine Mzikamanda, Nmazuo Ozuah, Joseph Lubega, Nader Kim El-Mallawany, Carl E Allen, Michael E Scheurer

Faculty, Staff and Students Publications

Purpose: Few data describe the modern epidemiology of pediatric HIV-associated cancers in sub-Saharan Africa, home to over 80% of the world's children living with HIV. This study evaluated the incidence of cancers among these children over 15 years after widespread antiretroviral therapy (ART) adoption in Malawi.

Methods: We conducted a retrospective population-based cohort study leveraging multiple independent data sources comprehensive of all cancer diagnoses among children living with HIV in Northern and Central Malawi between 2010 and 2024. HIV-associated cancers were defined as those cancers with well-established epidemiologic associations with HIV. Cumulative incidence and average annual percent change were estimated …

Communicating Across Languages: Experiences Of Spanish-Speaking People With Dementia And Care Partners In The Emergency Department, Annika R Bhananker, Edgar Ordoñez, Michelle I Suh, Manish N Shah

Faculty, Staff and Students Publications

No abstract provided.

Predicting Mortality And Costs After Emergency Department Visits By People With Dementia: Timing And Location Matter, Kyler M Godwin, James A Tulsky, Joan M Teno

Faculty, Staff and Students Publications

Background: People with dementia have high rates of emergency department (ED) and hospital utilization, high mortality and costs, and other poor outcomes. To successfully impact the care trajectories of these patients, health care systems must pragmatically identify the correct target population. This study described patterns of ED utilization by people with dementia and explored the accuracy of administrative data models to predict mortality and costs.

Methods: Retrospective cohort study of a 20% random sample of Traditional Medicare (TM) beneficiaries with dementia, age ≥ 66 years, and an index ED visit in 2018. One-year mortality and high costs were described, and …

Testing And Evaluation Of Generative Large Language Models In Electronic Health Record Applications: A Systematic Review, Ya-Wen Chuang, Yiming Li, Richard Yang, Wenyu Zhang, Xinyi Wang, Xinyu Chen, Hao Guan, John Lian, Pengyu Hong, David W Bates, Li Zhou

Faculty, Staff and Students Publications

Background: The use of generative large language models (LLMs) with electronic health record (EHR) data is rapidly expanding to support clinical and research tasks. This systematic review characterizes the clinical fields and use cases that have been studied and evaluated to date.

Methods: We followed the Preferred Reporting Items for Systematic Review and Meta-Analyses guidelines to conduct a systematic review of articles from PubMed and Web of Science published between January 1, 2023, and November 9, 2024. Studies were included if they used generative LLMs to analyze real-world EHR data and reported quantitative performance evaluations. Through data extraction, we identified …

Defining The Society Of Pediatric Liver Transplantation (Split) Research Agenda: A Delphi Consensus Project, Katryn N Furuya, Kayla Hartjes, Chaowapong Jarasvaraparn, Beau Kelly, Stacee M Lerret, Krupa Mysore, Arti Pawaria, Philip Rosenthal, Amy Shui, Voytek Slowik, Sarah Taylor, Jennifer Vittorio, Pamela L Valentino

Faculty, Staff and Students Publications

Background: Despite major advances in surgical and medical management, only one-third of pediatric liver transplant (LT) recipients remain morbidity-free at 10 years. The Society of Pediatric Liver Transplantation (SPLIT) published a research agenda over 10 years ago, and much progress has been made since then. An updated consensus-driven SPLIT research agenda could guide future research and funding priorities. We aimed to identify and prioritize key research needs across the continuum of pediatric LT care using a modified Delphi consensus approach.

Methods: We conducted a three-round modified Delphi process among SPLIT members. In round 1, participants submitted open-ended research priorities. In …

Validation And Longitudinal Trajectory Analysis Of An Ai-Based Ecg Model For Aortic Stenosis: From Community Screening To Pre-Ta\Vr Risk Stratification, Stephanie Coulter, Jasen Gilge, Naveed Razvi, Mohammad Saeed, Robert D Paisley, Ambarish Pandey, Mehdi Razavi

Faculty, Staff and Students Publications

Aims: Early aortic stenosis (AS) detection remains challenging, with many patients presenting late when left ventricular dysfunction may be irreversible. We evaluated whether longitudinal AI-enhanced ECG patterns can predict outcomes years before intervention and assessed the community screening potential of the AK-AVS model.

Methods and results: We conducted two complementary analyses: (1) community validation of the AK-AVS model in 3632 cardiovascular disease-free ARIC participants, and (2) longitudinal trajectory analysis of 7860 ECGs from 2040 TAVR recipients collected up to 10 years pre-procedure. Unsupervised clustering identified distinct AK-AVS trajectories, with mortality associations assessed using Cox regression and net reclassification improvement. In …