Digital Commons Network^™

Sodium Supplementation Algorithm To Promote Growth In Infants Who Are Preterm: Randomized Clinical Trial, Kelly Mosesso, Valerie Hole, William W Wong, Shaji K Chacko, Jeffrey L Segar

Faculty, Staff and Students Publications

Objective: Evaluate the effectiveness of an algorithm using urine sodium (Na) concentration to guide dietary Na supplementation compared with standard care to promote growth in infants who are preterm.

Methods: A randomized trial was conducted in 4 neonatal units in Indianapolis, Indiana, involving infants between 250/7 to 296/7 weeks gestation with birthweight > 500 g. Study arms consisted of standard care or use of algorithm beginning at 14 to 17 days postnatal age. The primary outcomes were somatic growth (weight, length, and head circumference) measured by change in Z-score between aged 2 weeks and 36 weeks postmenstrual age (PMA). Secondary outcomes …

Efficacy And Safety Of Pyrimidine Nucleos(T)Ide Therapy In Thymidine Kinase 2 Deficiency, Carmen Paradas, Fernando Scaglia, Irene Rebollo Mesa, Carl Chiang, Anny-Odile Colson, Susan Vanmeter, Cristina Domínguez-González

Faculty, Staff and Students Publications

Thymidine kinase 2 deficiency (TK2d) (MIM 609560) is an ultra-rare, autosomal recessive mitochondrial myopathy caused by TK2 variants, leading to mitochondrial DNA depletion and/or multiple deletions. People with thymidine kinase 2 deficiency experience progressive myopathy, bulbar weakness and respiratory insufficiency, often losing the ability to walk, eat and breathe independently. Doxecitine and doxribtimine represents the first approved treatment for patients with thymidine kinase 2 deficiency with age of symptom onset ≤12 years by the US Food and Drug Administration and the European Medicines Agency; previously, disease management was limited to supportive care. We investigated the efficacy and safety of pyrimidine …

School-Level Gaps In Mmr Coverage As The Fuel For Measles Outbreaks, Lamia Ayaz, Peter J Hotez, Seyed M Moghadas, Alison P Galvani

Faculty, Staff and Students Publications

No abstract provided.

Challenges In The Diagnosis Of Concurrent T-Lymphoblastic Leukemia/Lymphoma And Thymic Neuroendocrine Carcinoma: A Case Report, Marwan Yared, Songlin Zhang

Faculty, Staff and Students Publications

The co-occurrence of T-lymphoblastic leukemia/lymphoma and thymic neoplasia is a rare event that can present a diagnostic challenge. In this case report, we describe a 31-year-old man who was found to have thymic neuroendocrine carcinoma and T-lymphoblastic leukemia/lymphoma 2 years after initial treatment for T-lymphoblastic leukemia/lymphoma. The thymic neuroendocrine carcinoma was initially detected in a malignant pleural effusion, and a retrospective review of a preceding lung biopsy suggested the involvement of both tumors within one tissue sample. Immunohistochemical analysis was imperative in highlighting these two elements because despite their unique cytomorphological characteristics, a limited amount of each component was seen …

Phase I Study Of Niraparib With Radiotherapy For Treatment Of Metastatic And Locally Advanced Invasive Carcinoma Of The Cervix (Nivix), Matthew L Anderson, Alfredo Echeverria, Shelly Sharma, Jan Sunde, Tracilyn Hall, Anthony Costales, Claire Hoppenot, Michelle Ludwig

Faculty, Staff and Students Publications

Introduction: This Phase I study evaluated the safety and tolerability of concurrent niraparib, an oral poly(ADP-ribose) polymerase (PARP) 1/2 inhibitor, with definitive radiotherapy in women with locally advanced or platinum-sensitive metastatic cervical cancer. Dose escalation followed a Bayesian Optimal Interval (BOIN) design with a target dose-limiting toxicity (DLT) rate of 30%.

Methods: Women ≥18 years with FIGO stage IIIC2 (bulky nodes >1 cm) or stage IV cervical cancer demonstrating response to platinum-based induction chemotherapy were eligible. Niraparib 100 mg was administered daily concurrent with pelvic radiotherapy (45-57.5 Gy via IMRT with nodal boosts) and brachytherapy, continuing 28 days post-radiation. Per …

The All Of Us Evenings With Genetics Research Program, Julie Coleman, Laterrica Williams, April Adams, Ashley Butler, Elizabeth Atkinson, Shamika Ketkar, Steven Scherer, Kim Worley, Susan Fernbach, Keasia Daniels, Latanya Hammonds-Odie, Laura Rosales, Brendan Lee, Debra Murray

Faculty, Staff and Students Publications

The All of Us Evenings with Genetics (All of Us EwG) Research Program, funded in part by the National Institute of Health’s All of Us Research Program, engages researchers to utilize the All of Us Researcher Workbench to advance precision medicine. The All of Us EwG program has two core aims: (1) address barriers to research productivity for minorities, disadvantaged, and persons with disabilities aspiring to enter STEM fields; and (2) promote the use of the All of Us Researcher Workbench to develop research focused on health equity. To achieve these goals, the program implements three key activities: (1) …

Clinical Factors And Diagnoses Associated With Inappropriate Urine Culture Ordering In Primary Care, Roger Zoorob, Lisa C K Danek, Kenneth Muldrew, Forrest Hudson, Robert L Atmar, Larissa Grigoryan

Faculty, Staff and Students Publications

Objective: Evaluate the prevalence and risk factors for inappropriately ordered urine cultures in primary care.

Design: Cross-sectional study using chart reviews.

Setting: Two primary care, safety-net clinics in Houston, Texas.

Patients: Non-pregnant adults without a urinary catheter who had a urine culture and a primary care visit between 11/2018 and 3/2020.

Methods: We classified patients lacking physician documentation of the following symptoms as having an inappropriately ordered urine culture: dysuria, frequency, urgency, hematuria, fever, chills, costovertebral angle tenderness, nephrolithiasis, and pain (suprapubic, pelvic, or flank). We extracted patient demographics, visit-related diagnostic codes, past medical history, and urine culture results. Diagnostic …

A Practical Approach To The Management Of Percutaneous Coronary Intervention Complications, Mahboob Alam, Ravi S Hira, Jacob A Doll, Chayakrit Krittanawong

Faculty, Staff and Students Publications

Introduction: Despite advances in stent design, pharmacotherapy, and procedural techniques that have improved percutaneous coronary intervention (PCI) outcomes and reduced PCI-related complications, these events still occur and are associated with adverse outcomes. Moreover, complex PCI procedures, which predispose to increased risk of complications, are increasingly performed. Understanding risk factors, underlying mechanisms, evidence-based management, and preventive strategies are essential to optimize procedural outcomes. This review aims to summarize current evidence and highlight gaps in knowledge related to PCI-associated complications.

Methods: This narrative review used a focused PubMed search through October 2025, prioritizing randomized trials, large observational studies, guidelines, and consensus statements. …

Therapeutic Potential Of Hookworm Proteins In Promoting Regulatory Immune Responses To Modulate Trypanosoma Cruzi Induced Liver Inflammation And Oxidative Stress, Maya Gonsoulin, Kathryn M Jones

Faculty, Staff and Students Publications

Background: Chronic Trypanosoma cruzi infection causes significant liver pathology, and current antiparasitic treatments often worsen hepatic damage. Hookworm-derived proteins have shown immunomodulatory effects in inflammatory diseases, including T. cruzi-induced myocarditis.

Objective: This study evaluates recombinant hookworm proteins AIP-1 and AIP-2 for treating liver inflammation in a murine model of chronic Chagas disease (CD).

Methods: Female BALB/c mice infected with T. cruzi were treated with AIP-1 or AIP-2 (1 mg/kg) for seven days. Controls were untreated or received aspirin (25 mg/kg) for 14 days. Liver tissues were analyzed for parasite burden (quantitative polymerase chain reaction - qPCR), histopathology (H&E, Picrosirius Red), …

Mindful Diagnostics In Culture-Negative Endocarditis: Early Noninvasive Diagnosis Of Tropheryma Whipplei By Plasma Microbial Cell-Free Dna, Laura C Lelenwa, Enrique Garcia-Sayan, Kenneth K Liao, Ahmed Hamdi, Todd Lasco, Mayar Al Mohajer

Faculty, Staff and Students Publications

Tropheryma whipplei was identified by plasma microbial cell-free DNA sequencing within 4 days in severe culture-negative endocarditis after antibiotics had already been started. The result supported earlier diagnostic clarification and antimicrobial de-escalation before valve pathology was available, illustrating a practical diagnostic-stewardship role for noninvasive sequencing in high-acuity endocarditis.

Pd-L1-Centric Whole Blood-Based Immune Signature Profiles Of Tuberculosis Patients During Therapy, Jan Heyckendorf, Barbara Kalsdorf, Anna M Mandalakas, Andrew R Dinardo, David Lewinsohn, Dagmar Schaub, Tina Schmidt, Eva Tolosa, Maja Reimann, Patricia M Sánchez Carballo

Faculty, Staff and Students Publications

This prospective study investigated whole blood-based immune cell biomarkers for pulmonary tuberculosis (TB) immunoprofiling. Blood samples from 34 healthy controls and 51 tuberculosis patients were analyzed at three timepoints: Prior to therapy (T0), after 14 days of therapy (T1), and at the end of treatment (Te). Using multiparameter flow cytometry, 386 immune cell populations were analyzed. Predictive models were developed using two machine learning algorithms. A TB5LF change score, which was based on five cell populations, effectively distinguished tuberculosis patients from controls (AUC = 0.89) and tuberculosis patients before and at the end of treatment (AUC = 0.92). Similarly, the …

Correction: Establishing Standardized Transthoracic Echocardiography Reference Ranges For Mouse Models: Insights Into The Impact Of Anesthesia, Sex, And Age, Susan Marschall, Helmut Fuchs, Valerie Gailus-Durner, Ghina Bou About, Mohammed Selloum, Hamid Meziane, Michelle Stewart, Lydia Teboul, Clare Norris, Dale Pimm, Marina Kan, Federico López Gómez, Robert Wilson, Mayra Monroy, Sheraz Pasha, Eva Zabrodska, Jan Prochazka, David Pajuelo Reguera, Zuzana Nichtova, Yann Herault, Sara Wells, Helen Parkinson, Jason D Heaney, Radislav Sedlacek, Xiang Gao, Martin Hrabe De Angelis, Nadine Spielmann

Faculty, Staff and Students Publications

This corrects the article "Establishing standardized transthoracic echocardiography reference ranges for mouse models: insights into the impact of anesthesia, sex, and age" in volume 12, 1695034.

Survodutide For Treatment Of Obesity: Baseline Characteristics Of Participants In A Randomized, Double-Blind, Placebo-Controlled, Phase 3 Trial (Synchronize™-1), Elke Platz, Gabriele Bleckert, Samina Ajaz Hussain, Martina Brueckmann, Elena Startseva, Isabel M Kloer, Lee M Kaplan

Faculty, Staff and Students Publications

Aims: Survodutide, a novel glucagon receptor and glucagon-like peptide-1 (GLP-1) receptor dual agonist, elicited significant weight loss in a phase 2 trial in individuals with obesity without type 2 diabetes (T2D). Two multinational phase 3 trials are investigating survodutide for obesity management in individuals with or without T2D. We report the baseline characteristics of participants in the SYNCHRONIZE-1 trial in adults with obesity without T2D (ClinicalTrials.gov: NCT06066515).

Materials and methods: Participants aged ≥18 years with BMI ≥30 or ≥27 kg/m2 with ≥1 obesity complication without T2D were randomized 1:1:1 to double-blind, once-weekly, subcutaneous injections of survodutide (up-titrated to 3.6 …

The Lived Experience Of Pediatric Pain Management: Insights From Families And Providers, Paul Checchia, Katherine Shwetz, Natasha Afonso

Faculty, Staff and Students Publications

Pain represents a subjective experience that manifests with emotional and physical discomfort. In pediatric care, pain management is especially complex due to communicative limitations, which creates a unique point of entry for parents to contribute to their child's treatment process. In this study, we explored whether families' perceptions of their child's pain and preferences for treatment were aligned with healthcare providers' pain management decisions. Using narrative-informed techniques in interviews with families and healthcare providers in pediatric care settings, we analyzed areas of concordance and discordance in pain assessment and treatment priorities. Our findings show that trust is built over time …

School-Level Gaps In Mmr Coverage As The Fuel For Measles Outbreaks, Lamia Ayaz, Peter J Hotez, Seyed M Moghadas, Alison P Galvani

Faculty, Staff and Students Publications

No abstract provided.

Use Of A Medication Management Algorithm In Depressed Youth Living With Hiv: Secondary Analysis Of A Multisite Randomized Controlled Trial, Sophia M Jones, Jessica M Jones, Jaime G Deville, Kathleen Pitts, David E Shapiro, Allison Eliscu, Larry K Brown

Faculty, Staff and Students Publications

Objectives: Depression is a prevalent co-occurring condition in youth living with HIV. This report is a secondary analysis of a multisite cluster randomized trial evaluating the efficacy of a health and wellness cognitive behavioral therapy (CBT) combined with a medication management algorithm utilizing measure-based care (COMB-R) compared with enhanced standard of care (ESC). We describe and compare antidepressant prescribing strategies (i.e., antidepressant treatment, type of antidepressant) for youth living with HIV at COMB-R sites to those at ESC sites over the 24-week intervention. We also describe self-reported adherence to antidepressants.

Methods: Participants (12-24 years) were youth living with HIV diagnosed …

A Strategy To Identify Biliary Atresia Efficiently: A Perspective From A Texas Center, Sridevi Devaraj, Jose A Hernandez, Benjamin L Shneider

Faculty, Staff and Students Publications

Infants with biliary atresia are often diagnosed after 60 days of life because the disease is difficult to detect in its early stages. However, infants treated before 30-45 days of life have the best long-term outcomes. To help accelerate the biliary atresia diagnosis, we have developed a streamlined strategy that involves two sequential tests: (1) direct or conjugated bilirubin measurements and (2) a feeding abdominal ultrasound exam. In this review, the strategy is shared to encourage others to provide feedback as well as to consider incorporating portions into their own clinical workflows.

Integrating A Project-Based Learning Methodology Into A Department-Wide Quality Improvement Curriculum: A Nine-Year Experience In Pediatric Subspecialty Training, Liza Bonin, Cagri Yildirim-Toruner, Nicholas A Ettinger, Sharada Hiranya Gowda, Joyee Vachani, Mehmet Fatih Okcu

Faculty, Staff and Students Publications

Background: Quality improvement (QI) training of subspecialty fellows is an essential component of graduate medical education, yet often delivered in silos within departments through a variety of instructional methodologies.

Objective: We applied project-based learning (PjBL) as a guiding methodology for a QI curriculum for pediatric subspecialty fellows and describe our curriculum development, instructional design, and its implementation.

Methods: We integrated the Institute for Healthcare Improvement (IHI) Model for Improvement with the 6 key features of PjBL: a driving question, defined learning goals, active participation in educational tasks, collaboration among learners, scaffolding with learning technology, and production of tangible artifacts. The …

Ptpn1 Regulation Via Ybx1-Ptbp1 Interaction Promotes Fibroblast Activation And Fibrotic Remodeling In The Lung, Yulong Gan, Lianhui Cheng, Xuqian Wang, Airu Chang, Wenyu Zhao, Bin Li, Yaxuan Wang, Yajun Li, Ivan Rosas, Juntang Yang, Guoying Yu, Lan Wang

Faculty, Staff and Students Publications

Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive interstitial pneumonia of unknown etiology. Its pathogenesis involves complex multicellular interactions and signaling pathways, with fibroblast-to-myofibroblast transition (FMT) being critical for fibrogenesis. Although the transcription factor Y-box binding protein 1 (YBX1) regulates processes such as cell proliferation, transcription, translation, and DNA repair, its role in IPF remains undefined. Here, we demonstrate that YBX1 overexpression significantly promotes transforming growth factor-β1 (TGF-β1)-induced pulmonary FMT, leading to substantially increased extracellular matrix (ECM) deposition in primary human (PHLFs) and mouse (PMLFs) lung fibroblasts. Conversely, YBX1 inhibition markedly suppresses TGF-β1-driven aberrant fibroblast migration and activation. Mechanistically, YBX1 …

Updates In The Management Of Peanut Allergy

Faculty, Staff and Students Publications

Peanut allergy is a significant rising public health problem affecting both children and adults. Early peanut introduction has been adopted in multiple westernized nations as a preventative strategic measure to reduce the risk of developing peanut allergy, although implementation faces barriers. Multiple therapies to treat peanut allergy have been developed, including oral immunotherapy and omalizumab as approved treatments to provide protection against reactions from accidental exposure and reduce the risk of anaphylaxis, offering options beyond strict avoidance. Strategies in the developmental pipeline include epicutaneous immunotherapy and sublingual immunotherapy. The future is bright for individuals with peanut allergy, as these breakthroughs …

Unraveling Posttranslational Modification Complexity: Advances In Quantitative Histone Proteoform Mass Spectrometry

Faculty, Staff and Students Publications

Histone proteins and their posttranslational modifications are central to chromatin structure and function. These modifications often occur in combinations, generating a diverse array of histone proteoforms that contribute to the dynamic regulation of chromatin architecture. Advancements in mass spectrometry-based proteomics, particularly top-down and middle-down approaches, have significantly enhanced our ability to characterize these proteoforms and elucidate PTM crosstalk. This review provides an analysis of the epigenetic machinery involved in the addition, recognition, and removal of histone PTMs, emphasizing the complexity introduced by histone variants and combinatorial PTM patterns. We examine the challenges and limitations of traditional antibody-based methods for PTM …

A Year In Review On Tuberculosis And Non-Tuberculous Mycobacteria Disease: A 2026 Update For Clinicians And Scientists, Yousra Kherabi, Liga Kuksa, Berit Lange, Christoph Lange, Natalie Lorent, Francesca Saluzzo, Martina Sester, Xenia Emilie Sinding Iversen, Marc Tebruegge, Conor Tweed, Anca Vasiliu, Lorenzo Guglielmetti, Tuberculosis Network European Trials Group (Tbnet)

Faculty, Staff and Students Publications

Background: Tuberculosis (TB) remains a major cause of morbidity and mortality worldwide, while infections from non-tuberculous mycobacteria (NTM) represent a growing public health threat. In its 20th year of activity, the Tuberculosis Network European Trials group (TBnet; www.tbnet.eu) is one of the leading research networks in Europe. In this review, we summarize the main advances in TB and NTM that occurred in 2025.

Methods: We conducted a non-systematic review of articles published in 2025, with a strong emphasis on research with current or potential impact on clinical practice. We also selected the most impactful papers regarding the management of adult …

Conventional Versus Advanced Imaging Selection For Endovascular Treatment Of Basilar Artery Occlusion Strokes, Conor Cunningham, Ilko Maier, Sami Al Kasab, Pascal Jabbour, Joon-Tae Kim, Stacey Quintero Wolfe, Ansaar Rai, Robert M Starke, Marios-Nikos Psychogios, Edgar A Samaniego, Nitin Goyal, Shinichi Yoshimura, Hugo Cuellar, Jonathan A Grossberg, Ali Alawieh, Ali Alaraj, Mohamad Ezzeldin, Daniele G Romano, Omar Tanweer, Justin Mascitelli, Isabel Fragata, Adam Polifka, Fazeel Siddiqui, Joshua Osbun, Roberto Crosa, Charles Matouk, Min S Park, Michael R Levitt, Waleed Brinjikji, Mark Moss, Travis Dumont, Ergun Daglioglu, Richard Williamson, Pedro Navia, Reade De Leacy, Shakeel Chowdhry, David J Altschul, Alejandro M Spiotta, Peter Kan

Faculty, Staff and Students Publications

Introduction: Endovascular thrombectomy (EVT) is an effective treatment for basilar artery occlusion (BAO) stroke in select patients. While there is a growing body of literature suggesting that advanced imaging modalities such as computed tomography perfusion (CTP) and magnetic resonance (MR) may not be necessary for selecting anterior circulation large vessel occlusion stroke patients for EVT, whether advanced imaging may be superior to conventional imaging (non-contrast CT and CT angiography) in identifying good treatment candidates among BAO patients is less clear.

Patients and methods: This was a multicenter retrospective cohort study of BAO EVT patients treated from 2013 to 2022 in …

Modulation Of Corneal Sensory Processing And Pain Responses By Dry Eye And Corneal Wounding, Fairouz Elsaeidi, Uma Lakshmi Balakrishnan, Lance He, Henry Skrehot, Jehan Alam, Rui Chen, Mary Ann Stepp, Cintia S De Paiva, Stephen C Pflugfelder

Faculty, Staff and Students Publications

Background: Dry eye disease (DED) is a multifactorial disorder of the ocular surface in which tear film instability, epithelial barrier disruption, and neurosensory dysfunction contribute to symptom generation. Although several contributing factors have been identified, how different forms of ocular surface stress affect sensory pathways and behavioral responses remains unclear.

Purpose: This study aimed to evaluate corneal barrier function, sensory responses, and pain-related behaviors across acute and chronic dry eye and corneal injury models, and to assess stimulus-specific responses associated with TRPV1 and TRPM8 mediated pathways.

Methods: Female C57BL/6 J wild type and Mmp9KO mice were evaluated in acute desiccating …

Assessment Of In-Frame Indel Variants In An Unsolved Cohort Of Inherited Retinal Diseases Using Machine Learning, Daniel C Brock, Yumei Li, Molly Marra, Mark E Pennesi, Paul Yang, Everett Lesley, Irma Lopez, Robert Koenekoop, Edward Ryan Collantes, Joanne Bolinao, Rui Chen

Faculty, Staff and Students Publications

The standard for in silico pathogenicity prediction of in-frame insertions and deletions (indels) is less established compared to other types of variations. We aimed to systematically assess the performance of in silico machine learning (ML) tools on a patient cohort with inherited retinal diseases (IRDs). The performance of four ML tools (CADD, FATHMM-indel, VEST4, and MetaRNN-indel) was compared. Among them, MetaRNN-indel showed the best overall results. MetaRNN-indel was then applied to 1013 unsolved IRD patients, identifying two likely pathogenic causal variants in two unrelated IRD patients by confirming clinical phenotypes. Hence, our findings indicate that reliable prediction of the pathogenicity …

Advancing Screening For Intimate Partner Violence In Pregnant Individuals Throughout The Perinatal Period To Prevent Adverse Pregnancy And Maternal Outcomes, Emilia R. Valdez

Nursing | Senior Theses

Background: Intimate Partner Violence experienced by pregnant individuals contributes to adverse pregnancy outcomes and maternal health. A mother’s exposure to Intimate Partner Violence (IPV) can affect their ability to carry a healthy pregnancy to term (38 – 40 weeks gestational age) and places them at risk for comorbidities including; Preterm birth, Intrauterine Growth Restriction, Low Birth Weight/ Small for Gestational Age, Premature Rupture of Membranes and Miscarriage. The incidence of IPV screening is not accessible to all pregnant individuals due to healthcare providers lack of education, time constraints in the workplace, bias and discomfort towards IPV. The implementation of IPV …

Human Milk Feeding And Its Impact On The Incidence Of Necrotizing Enterocolitis, Maya C. Kern

Nursing | Senior Theses

One of the leading causes of morbidity and death for preterm and very low birth weight (VLBW) newborns is still necrotizing enterocolitis (NEC). Existing literature consistently shows that the bioactive, anti-inflammatory, and microbiome-supporting components of human breast milk, including donor human milk, significantly lower the incidence of NEC. However, a lot of infants are forced to rely on formula and nutrient fortifiers because they cannot obtain maternal or donor milk. A critical gap persists regarding whether human milk derived fortifiers offer greater NEC protection than bovine derived fortifiers in infants who must receive formula. This thesis examines three interconnected themes; …

Commissioning & Daily Qa Of Converted Linac For Electron Flash, Tomaj Javidtash

Theses and Dissertations

Ultra-high dose rate (FLASH) radiotherapy has demonstrated promising normal tissue sparing in preclinical studies; however, the lack of standardized dosimetry, commissioning, and quality assurance (QA) methodologies remains a major barrier to its reproducible and safe implementation. In particular, conventional clinical commissioning and QA protocols are not directly applicable at FLASH dose rates due to challenges associated with detector response, dose-per-pulse effects, and beam control limitations.

This thesis presents the commissioning of a converted Varian 21EX linear accelerator for electron FLASH operation within the Division of Medical Physics at the Virginia Commonwealth University (VCU) Department of Radiation Oncology. Comprehensive beam characterization …

Conventional Versus Advanced Imaging Selection For Endovascular Treatment Of Basilar Artery Occlusion Strokes., Huanwen Chen, Marco Colasurdo, Hidetoshi Matsukawa, Conor Cunningham, Ilko Maier, Sami Al Kasab, Pascal Jabbour, Joon-Tae Kim, Stacey Quintero Wolfe, Ansaar Rai, Robert M. Starke, Marios-Nikos Psychogios, Edgar A. Samaniego, Nitin Goyal, Shinichi Yoshimura, Hugo Cuellar, Jonathan A. Grossberg, Ali Alawieh, Ali Alaraj, Mohamad Ezzeldin, Daniele G. Romano, Omar Tanweer, Justin Mascitelli, Isabel Fragata, Adam Polifka, Fazeel Siddiqui, Joshua Osbun, Roberto Crosa, Charles Matouk, Min S. Park, Michael R. Levitt, Waleed Brinjikji, Mark Moss, Travis Dumont, Ergun Daglioglu, Richard Williamson, Pedro Navia, Reade De Leacy, Shakeel Chowdhry, David J. Altschul, Alejandro M. Spiotta, Peter Kan

Department of Medicine Faculty Papers

INTRODUCTION: Endovascular thrombectomy (EVT) is an effective treatment for basilar artery occlusion (BAO) stroke in select patients. While there is a growing body of literature suggesting that advanced imaging modalities such as computed tomography perfusion (CTP) and magnetic resonance (MR) may not be necessary for selecting anterior circulation large vessel occlusion stroke patients for EVT, whether advanced imaging may be superior to conventional imaging (non-contrast CT and CT angiography) in identifying good treatment candidates among BAO patients is less clear.

PATIENTS AND METHODS: This was a multicenter retrospective cohort study of BAO EVT patients treated from 2013 to 2022 in …

Adaptive Self-Attention For Enhanced Segmentation Of Adult Gliomas In Multi-Modal Mri, Evan P. Savaria, Jiangwen Sun

Computer Science Faculty Publications

Every year there are an estimated 80,000–90,000 new glioma cases, highlighting the need for reliable imaging-based decision support. Although deep learning has improved tumor sub-region segmentation, many state-of-the-art models fail to fully capture complementary information across T1, T1Gd, T2, and FLAIR MRI modalities and often operate as “black boxes,” limiting physician trust when precise delineation is critical for surgical planning, radiation targeting, and treatment monitoring. To address these limitations, we propose AIMS, an Adaptive Integrated Multi-Modal Segmentation framework that maintains modality-specific feature streams and employs adaptive self-attention within a hierarchical CNN-Transformer architecture to prioritize and fuse multi-modal MRI features. We …