Digital Commons Network^™

Predictive Factors For Humeral And Ulnar Stem Loosening After Total Elbow Arthroplasty: A Retrospective Cohort Study, Akash Singh, James Satalich, Miguel Fiandeiro, Harrison S. Fellheimer, Matthew Ramsey, Surena Namdari

Rothman Institute Conference Posters

BACKGROUND: There has been a significant increase in the use of total elbow arthroplasty (TEA) in advanced osteoarthritis, post-traumatic arthritis, and complex distal humerus fractures. The purpose of this study is to determine the incidence of total elbow loosening and association with patient demographics, implant specifications, and cement mantle characteristics.

METHODS: A retrospective cohort study was conducted of patients who underwent primary TEA between 2013 and 2022 at a single institution. Revisions and conversions from prior open reduction and internal fixation were excluded. Pre-operative distal humeral cortical thickness and bone quality were assessed. Variables included anterior humeral flange contact with …

Th17 Effector Cytokines Induce Shared And Distinct Microglial And Endothelial Cell Responses In A Mouse Model For Post-Streptococcal Encephalitis, Charlotte Wayne, Uğur Akcan, Travis Faust, Violeta Durán-Laforet, Danny Jamoul, Luca Bremner, Nicole Ampatey, Büşra Akcan, Sarah Ho, Bogoljub Ciric, Shannon Delaney, Wendy Vargas, Susan Swedo, Vilas Menon, Dorothy Schafer, Tyler Cutforth, Dritan Agalliu

Department of Neurology Faculty Papers

Group A Streptococcus (GAS) infections cause neuropsychiatric complications in children, but the mechanisms linking peripheral infection to brain dysfunction remain unclear. Using mouse genetics, single-cell RNA sequencing, and spatial transcriptomics, we show that GAS infections induce inflammatory transcriptional programs in microglia and brain endothelial cells (BECs), accompanied by loss of blood-brain barrier (BBB) gene expression in female mice. Spatial transcriptomic analyses reveal that GAS-responsive microglia localize near infiltrating CD4+ T cells. Several microglial chemokines induced in mice are elevated in sera from affected patients. Deletion of GM-CSF in CD4⁺ T cells partially reduces microglial chemokine gene expression, without restoring BBB …

Analysis Of Non-Thermal Plasma’S Effects On Melanoma: A Biological Examination, Violet Ochrietor, Mia Nilsen, Arden Rodriguez, Ally Schwennesen

Discovery Day - Daytona Beach

Melanoma is a serious form of skin cancer that may present as a real and increased risk during long-term spaceflight due to radiation exposure and limited treatment options. Non-Thermal Plasma (NTP) has emerged as a promising therapeutic tool due to its ability to generate reactive oxygen and nitrogen species (ROS and RNS) that affect cellular functioning without causing temperature related damage to surrounding tissues. This project investigates the effects of NTP on melanoma cells through a biological examination of exposure time, frequency of plasma, and cellular growth conditions. Human melanoma cells and keratinocytes will be cultured and exposed to the …

Deaths Of Despair Among Cancer Survivors In Rural/Urban Appalachia (2000-2022), Jason Semprini, Anders Erickson, Nosa Osazuwa-Peters

Journal of Appalachian Health

Introduction: Rising deaths of despair (premature deaths from suicide, overdose, alcohol, and violence) in adults under age 65 persist across the United States, especially in Appalachia. People diagnosed with cancer may face elevated risks of such deaths due to pain, psychosocial distress, and financial hardship.

Purpose: Deaths of despair trends were compared among adults with cancer across Appalachian and non-Appalachian regions, stratified by sex and rurality.

Methods: Analyzing SEER-21 Incidence-Based Mortality data (2000–2022), deaths caused by suicide, cirrhosis of the liver, or accidents (includes overdose) were identified among adults aged 20–64 years. Annual mortality rates per 100,000 total population were …

Simulating Pacemakers And Heartbeat Recovery Through Mathematical Modeling, Thomas Estrada, Jayla Edwards

Discovery Day - Daytona Beach

Title: Simulating Pacemakers and Heartbeat Recovery Through Mathematical Modeling   This study utilizes the Fitzhugh-Nagumo model to simulate cardiac electrical activity and the regulatory role of pacemakers through ordinary differential equations (ODEs). By defining the rate of change for membrane voltage, 𝑑𝑣/dt, and a recovery variable, 𝑑𝑤/dt, the model captures the heart's excitability and resting states. Central to the analysis is the stimulus current parameter, which represents the "kick" provided by a pacemaker to correct flatline conditions or weak heartbeats. Using Euler’s method for numerical integration, the research compares unstable cardiac rhythms against corrected periodic oscillations. Additionally, the project implements vector …

Malt1 Protease Inhibition Restrains Glioblastoma Progression By Reversing Tumor-Associated Macrophage-Dependent Immunosuppression In Mice, Juliana Hofstätter Azambuja, Saigopalakrishna Yerneni, Lisa Maurer, Hannah Crentsil, Gabriela Debom, Linda Klei, Mei Smyers, Chaim Sneiderman, Kristina Schwab, Rajesh Acharya, Aivi Nguyen, Josie Emery, John Little, Jeffrey Meridew, Yijen Lin Wu, Prasanna Ekambaram, Dong Hu, Pete Gough, John Bertin, Ari Melnick, Gary Kohanbash, Riyue Bao, Peter Lucas, Linda Mcallister-Lucas

College of Life Sciences Faculty Papers

MALT1 protease is an intracellular signaling molecule that promotes tumor progression via cancer cell-intrinsic and cancer cell-extrinsic mechanisms. MALT1 has been mostly studied in lymphocytes, and little is known about its role in tumor-associated macrophages. We show that MALT1 is expressed in glioblastoma (GBM)-associated macrophages. Mechanistically, GBM tumor cells induce a MALT1-NF-κB signaling axis in macrophages, leading to enhanced macrophage migration and polarization toward an immunosuppressive ('M2-like') phenotype. Inactivation of MALT1 protease promotes transcriptional reprogramming that reduces migration and restores a macrophage anti-tumor 'M1-like' phenotype. Preclinical in vivo analysis shows that MALT1 inhibitor treatment results in immuno-reactivity of GBM-associated macrophages …

Translational Reading Frame Predicts The Pathogenicity Of C-Terminal Frameshift Deletions In Mecp2, Jacky Guy, Elena Hein, Beatrice Alexander-Howden, Timur Von Bock Und Polach, Tricia Mathieson, Benjamin P Kleinstiver, Huda Y Zoghbi, Adrian Bird

Duncan NRI Faculty and Staff Publications

Mutations in the MECP2 gene cause the severe neurological disorder Rett syndrome. A cluster of frameshift-causing C-terminal deletions (CTDs) removes ~100 amino acids and accounts for approximately 10% of RTT-causing mutations. Their pathogenicity is unexpected because this C-terminal domain is dispensable in mice. Analysis of pathogenic and benign human MECP2 variants reveals that some individuals with apparently typical CTDs do not develop Rett syndrome, confirming that C-terminal truncations are not intrinsically pathogenic. Using human sequence data and mouse models we show that pathogenicity results from a marked reduction in MeCP2 levels and depends on the presence of a proline proline …

Comparison Of The Effects Of Spinal Versus General Anesthesia On The Perioperative Intraocular Pressure: A Prospective, Randomized Clinical Trial, Muzaffer Gencer, Mehmet Yalvaç

Saudi Medical Journal

Objectives: To evaluate the effects of spinal and general anesthesia on the intraocular pressure (IOP) in patients, who had lumbar spine and lower extremity orthopedic surgeries Methods: Sixty adult were randomly classified into Group spinal anesthesia (SA) and Group general anesthesia (GA). The IOP, mean systemic arterial pressure, and heart rhythm were measured at 6 pre-determined timepoints (T0: Baseline, T1: Before spinal procedure or anesthesia induction, T2: After injection with intrathecal or anesthesia induction, T3: 5th minutes (min) after spinal procedure or tracheal intubation, T4: 30th min intraoperative, T5: At the end of surgery, T6: 5th min after surgery or …

Establishment Of A Specialized Pectus Clinic: Referral Patterns, Diagnostic Characteristics, And Early Management Experience At A University Hospital, Zeead M. Alghamdi

Saudi Medical Journal

Objectives: To describe the establishment and early impact of a dedicated pectus clinic at a university hospital, focusing on patient characteristics, referral pathways, clinical presentation, and initial management strategies. Methods: A retrospective observational study was conducted at a university hospital between January 2020 and April 2025, with 153 patients included in the final analysis. Data collected included demographic characteristics, referral sources, clinical presentation, deformity type, and treatment options. Descriptive statistical analysis was performed. Results: The mean patient age was 18.3 (range 1–44) years, with males accounting for 83.9% of cases. Pectus carinatum was the most common diagnosis (48.1%), followed by …

Patterns And Determinants Of Medication Errors Across The Medication-Use Process: A 3-Year Retrospective Study In A Saudi Tertiary Hospital, Nawaf S. Alqurashi, Mazen S. Alshehri, Mohammed J. Almalki, Mustafa M. Muradkhudhari, Rozan M. Radwan, Mohammed M. Aldurdunji, Saleh A. Almazam, Ohood K. Almuzaini, Saad M. Wali

Saudi Medical Journal

Objective: To characterize medication errors across the full workflow and identify stage-specific predictors in a tertiary care setting. Medication errors remain a major global patient safety concern, with limited comprehensive analyses across all stages of the medication-use process in Saudi Arabia. Methods: A retrospective observational study was conducted using medication error reports from Al-Noor Specialist Hospital, Makkah, between January 2023 and August 2025. Errors were classified by stage and severity using the National Coordinating Council for Medication Error Reporting and Prevention index. Multivariable logistic regression was performed to identify predictors associated with each stage. Results: A total of 6,546 errors …

The Al-Bahah Paradox: Divergent Patterns Of Increased And Decreased Infectious Disease Incidence Relative To National Saudi Rates Over 12 Years Of Surveillance, Mohammed A. A. Alqumber

Saudi Medical Journal

Objective: To identify statistically significant deviations in notifiable infectious disease incidence between Al-Bahah region and national Saudi averages, and to generate hypotheses that may inform future epidemiological, microbiological, and public health investigations. Methods: In April 2026, a 12-year retrospective ecological study (2013–2024) was conducted using surveillance data from the Saudi Ministry of Health for 37 notifiable infectious diseases across 20 health regions. Cumulative incidence rates, standardized morbidity ratios (SMRs), and Z-tests compared observed cases in Al-Bahah against national estimates. Results: Overall incidence was 15.8% lower in Al-Bahah than nationally (86.42 versus 102.68; incidence rate ratios = 0.842; p …

The Role Of F-18 Fdg Pet/Ct In The Evaluation Of Solitary Pulmonary Nodules, Erdal Cetinkaya, Fatih Guzel, Sadiye Altun Tuzcu, Ilbey Erkin Cetin, Ibrahim Ibiloglu, Esref Argin, Feray Altun Cetin, Bekir Tasdemir

Saudi Medical Journal

Objective: Fluorine-18 fluorodeoxyglucose positronemissiontomography/computedtomography (F-18 FDG PET/CT) is commonly used in the evaluation of solitary pulmonary nodules (SPNs). This study aimed to investigate the predictive value of maximum standardized uptake value (SUVmax) and its ratios to liver and mediastinal blood pool SUVmax values for malignancy in SPNs, using histopathological findings as the reference standard. Methods: The study included 130 patients who underwent F-18 FDG PET/CT and had either histopathological confirmation or at least two years of radiological follow-up. Demographic data (age and sex), nodule size, location, contour characteristics, nodule SUVmax, nodule-to-liver SUVmax ratio (NLR), and nodule-to-mediastinal blood pool SUVmax ratio …

Meta-Analysis On The Effect Of Tai Chi Chuan On Human Biomechanics And Health From (2021–2025), Bijad S. Alqahtani, Husam A. Almalki

Saudi Medical Journal

Objective: Prior reviews emphasize overall health outcomes of Tai Chi Chuan (TCC) but rarely resolve the biomechanical intermediates (such as Center of Mass (CoM)–Center of Pressure (CoP) control, joint loading) that link practice to clinical function—knowledge that matters for balance, fall risk, and osteoarthritic knee load management. This systematic review and meta-analysis aim to test the null hypothesis that TCC produces no improvement versus comparators in (i) biomechanical stability indices (mediolateral/anterior–posterior CoM–CoP separation; COP Root Mean Square RMS) and (ii) related clinical functions (such as Time up and go (TUG), Berg balance scale (BBS), Western Ontario and McMaster Universities Osteoarthritis …

Developmental Dysplasia Of The Hip In Saudi Arabia And The Gulf Countries: A Genetic Systematic Review Study, Naif Z. Alrashdi, Ahmed M. Almansour, Azfar Jamal

Saudi Medical Journal

Objective: To describe the available research on genetic determinants with special emphasis on the developmental dysplasia of the hip (DDH), in Saudi Arabia and Gulf nations, with reference to the genetic variants, family trend, and environmental factors. Methods: The literature search was conducted in PubMed, Embase, Scopus, Web of Science, and the Saudi Digital Library and Google Scholar through a broad literature search since the beginning of the databases until 2023. Studies that conducted in Saudi Arabia or Gulf countries which evaluated the relationships of genetic factors in DDH were included. Case reports, conference abstracts, and studies that did not …

Ai-Enhanced Ct Reconstruction: Effects On Image Quality Across Dose Levels And Implications For Radiation Dose Optimization: A Systematic Review, Matthew R. Alberto

Radiologic Sciences

Purpose To evaluate how deep learning image reconstruction (DLIR) affects diagnostic image quality and noise characteristics at different radiation dose levels and how it influences dose optimization compared with conventional reconstruction methods.

Method A systematic review was conducted using major databases for studies published between 2020 and 2026. Eligible studies assessed DLIR across multiple dose levels, reported radiation dose, included quantitative image quality metrics, and compared DLIR with filtered back projection or iterative reconstruction.

Results Thirty‑seven studies met criteria, and 15 were synthesized. Three themes emerged: (a) DLIR reduced noise by 15–82% and often improved signal-to-noise and contrast-to-noise ratios while …

Reducing Mr Acquisition Times Using Artificial Intelligence: A Systematic Review, Fatin M. Arief

Radiologic Sciences

Purpose To synthesize existing evidence on artificial intelligence (AI) applications for reducing magnetic resonance (MR) imaging acquisition time, evaluate their impact on image quality, and identify challenges in clinical implementation.

Method A systematic literature review was conducted using PubMed, CINAHL, and Scopus including peer reviewed, English-language articles published between 2020 and 2026. Both qualitative and quantitative primary research were eligible and had to be on AI use in MR processes. Findings were analyzed through thematic synthesis, and the quality of each study was appraised using relevant critical appraisal tools.

Results Three major themes emerged: AI methods in MR procedures, perceived …

Impact Of Mr-Linac Technology On Prostate Cancer Treatment Outcomes, Anhdiep P. Tran

Radiologic Sciences

Purpose To evaluate the impact of magnetic resonance-guided linear accelerator (MR-Linac) technology on treatment precision, clinical outcomes, and operational challenges in prostate cancer radiotherapy.

Method A systematic literature review was conducted using PubMed, Scopus, and Google Scholar to identify peer-reviewed studies published between 2018 and 2026. Eligible studies evaluated MR-Linac technology for prostate cancer and reported outcomes related to treatment precision, toxicity, workflow, and clinical effectiveness.

Results Three primary themes emerged: (a) improved treatment precision through superior soft tissue visualization, real-time target tracking, and adaptive radiotherapy; (b) improved clinical outcomes characterized by reduced radiation exposure to organs at risk, decreased …

Application Of Lean Six Sigma Strategies To Improve Diagnostic Imaging Departmental Performance Metrics: A Literature Review, Obinna Newman Osuji

Radiologic Sciences

Purpose To systematically evaluate the effectiveness of Lean and Six Sigma quality improvement approaches in enhancing diagnostic imaging workflows and departmental financial performance.

Method Literature for this review was retrieved from Scopus, CINAHIL Plus, PubMed, and Healthcare Administration Database in February and March 2026. Empirical studies and literature reviews were included if they addressed the utilization of Lean Six Sigma, Lean, or Six Sigma as a method of quality improvement within a diagnostic imaging departmental setting.

Results Database searches generated 1,624 articles, and 17 were deemed suitable for inclusion in the study. There were four studies that directly measured patient …

Comparing Ai-Generated And Human-Written Radiology Reports: Evidence From The Literature, Lakenya Webb

Radiologic Sciences

Purpose To evaluate the current evidence comparing artificial intelligence (AI)-generated radiology reports with radiologist-written reports, emphasizing diagnostic accuracy, clinical reasoning, workflow efficiency, and patient safety.

Method A literature review was performed using peer-reviewed articles identified through The University of Texas MD Anderson Cancer Center Research Medical Library. Studies evaluating AI-generated radiology reports were analyzed using AI-assisted thematic synthesis to identify recurring patterns related to report quality, diagnostic performance, and clinical implementation.

Results The literature consistently identified three overarching themes: (a) AI-generated reports demonstrated improvements in structured reporting and factual consistency but exhibited variable diagnostic accuracy; (b) current AI systems had …

Shared Neural Geometries For Bilingual Semantic Representations In Human Hippocampal Neurons, Xinyuan Yan, Ana G Chavez, Melissa Franch, Kalman A Katlowitz, Ivy Gautam, Brian Kim, Aaditya Krishna, Aadit Shrivastava, Katie Van Arsdel, James Belanger, Assia Chericoni, Taha Ismail, Elizabeth A Mickiewicz, Danika Paulo, Hanlin Zhu, Alica M Goldman, Vaishnav Krishnan, Atul Maheshwari, Eleonora Bartoli, Nicole R Provenza, Seng Bum Michael Yoo, Benjamin Y Hayden, Sameer A Sheth

Duncan NRI Faculty and Staff Publications

The human brain has the remarkable ability to comprehend and express similar concepts in multiple languages. To understand how it does so, we examined responses of hippocampal neurons during passive listening, directed speaking, and spontaneous conversation in both English and Spanish in a small group of balanced bilinguals. We found a small number of putative "cross-language neurons," whose responses to equivalent words (e.g., "tierra" and "earth") are correlated. However, neurons' semantic tunings differed substantially by language, suggesting language-specific neural implementations. Instead, the crucial driver of translation was a preserved geometric organization of neural responses between the two languages, one that …

An Assessment Of The Multidisciplinary Approach To Fetal Echocardiography Education, Riley Allen

Masters Projects

With congenital heart disease (CHD) being the most common birth defect, there is a growing demand for utilization of fetal echocardiography (FE). In clinical practice FE requires an interdisciplinary approach to performance and patient care, and integration of techniques from both the obstetric and pediatric cardiac areas of medicine. While practitioners align on the need for an interdisciplinary approach to practice and the specific methods of performance, there is little consensus on how to comprehensively educate the sonography workforce. Literature has identified gaps in both the obstetric and pediatric cardiac sonographer education bases, predominantly focusing on the lack of specific …

Clinical Utility Of An Fda-Authorized Artificial Intelligence Imaging Platform In Interstitial Lung Disease Diagnosis, Arjun Prakash Tambe, Ryan Boente, Gautam George, Fayez Kheir, Omid Tahamtani Omran, Kavitha Selvan

Division of Pulmonary, Allergy, and Critical Care Medicine Faculty Papers

Background/Objectives: The diagnosis of interstitial lung disease (ILD) is challenging and frequently delayed. Clinically accessible and minimally invasive diagnostic tools are needed to expedite the diagnosis of ILD while minimizing risk to patients. Fibresolve is an imaging artificial intelligence (AI) tool recently approved by the Food and Drug Administration (FDA) for use in ILD diagnosis and made available to clinicians. The objective of this study was to describe its utility in clinical practice. Methods: We conducted a prospective, observational study of patients across the United States (US) in whom Fibresolve was utilized during routine clinical practice between July 2024 and …

Ecmo Use In Infants With Bronchopulmonary Dysplasia: A Literature Review., John Ibrahim, Nicholas Carr, Franscesca Miquel Verges, Natalie Rintoul, Robert Digeronimo, John M. Daniel Iv, Sarah Keene, Burhan Mahmood

Manuscripts, Articles, Book Chapters and Other Papers

Bronchopulmonary dysplasia (BPD) is a leading cause of chronic respiratory failure in infants. Severe BPD is associated with prolonged mechanical ventilation, pulmonary hypertension, and high morbidity and mortality. As disease severity increases, extracorporeal membrane oxygenation (ECMO) is being reconsidered as a potential rescue therapy. Historically, ECMO has been reserved for neonates with reversible respiratory failure and those who required mechanical ventilation for less than 14 days, while infants with BPD were excluded. However, advancements in ECMO technology, anticoagulation strategies, and ventilatory management have led to a reassessment of its role in this population. Emerging reports suggest ECMO may serve as …

A Cooking Skills Intervention For Long-Term Weight Loss In Young Adults With Intellectual Disabilities: Rationale And Design For A Randomized Trial., Lauren T. Ptomey, Jessica C. Danon, Delwyn Catley, Richard A. Washburn, Amy Bodde, Francisco J. Diaz, Brian C. Helsel, Anna M. Rice, Joseph R. Sherman, Madison Koester, Walker S. Mckinney Ph.D., Joseph E. Donnelly

Manuscripts, Articles, Book Chapters and Other Papers

Young adults with intellectual disability (ID) are an underserved population with a high prevalence of obesity, obesity-related health conditions, and reduced ability to complete instrumental and basic activities of daily living (I/ADLs). After leaving the structured environment of public school, many young adults with ID spend more time at home or in day programs, begin living more independently, or enter the workforce. These transitions may increase reliance on fast or processed foods and reduce opportunities for physical activity, contributing to accelerated weight gain. Previous research has demonstrated clinically meaningful short- and long-term weight loss (18-24 months) in adults with mild-to-moderate …

Association Between Stress Mindset, Psychological Symptoms, And Psychosocial Risk In Liver Transplant Patients, Sarah Kay Brill

Dissertations

Psychosocial functioning is a central component of liver transplant evaluation, yet less is known about how cognitive factors, such as stress mindset, relate to transplant readiness. The present study examined the association between stress mindset and psychosocial risk, as well as its relationship with depressive symptoms, anxiety, and perceived stress among patients undergoing liver transplant evaluation. Patients included 62 adults completing standard pre-transplant assessment measures, including the Stress Mindset Measure–Specific (SMM-S), Stanford Integrated Psychosocial Assessment for Transplantation (SIPAT), Patient Health Questionnaire-9 (PHQ-9), Generalized Anxiety Disorder-7 (GAD-7), and Perceived Stress Scale (PSS). Hierarchical logistic regression analyses indicated that stress mindset was …

Machine Learning In Flow Cytometry For Acute Myeloid Leukemia Diagnosis: A Scoping Review, Katrina Jezzela M. Dela Pena Md, Mls (Ascp)

Other Specialties

Manuscript version:

Introduction: Flow cytometry is essential for the diagnosis of acute myeloid leukemia (AML), but conventional analysis is labor-intensive, operator-dependent, and increasingly complex. Machine learning (ML) may support automated analysis; however, its readiness for clinical implementation remains unclear. This scoping review mapped ML approaches applied to flow cytometry for AML-related diagnosis.

Methods: PubMed was searched for English-language primary studies applying artificial intelligence, ML, or deep learning to human flow cytometry data for AML diagnosis or classification. Eligible studies reported diagnostic performance metrics. Study characteristics, preprocessing, data representation, model architecture, validation strategy, performance metrics, interpretability, and implementation considerations were descriptively …

Dnp Final Report: Improving Diabetes Self-Efficacy Through Nutrition Education: A Quality Improvement Project, Lakimberely S. Wooten

DNP Final Reports

Diabetes affects 12.7% of residents in Northeast Texas and is the 7th leading cause of death. Internal evidence indicates low health literacy and a heavy disease burden in the service area, underscoring the need for a standardized, low-cost, and feasible approach to nutrition education. This quality improvement project evaluated the feasibility of implementing an instructor-led nutrition education session. Guided by the Johns Hopkins Evidence-Based Practice Framework and the ADKAR behavioral change model, adult participants with Type 2 diabetes received instruction on the Plate Method. Participants enrolled in a 4-week, instructor-led diabetes education class completed a 1-hour, nutrition education session using …

Ai-Driven Segmentation And Volumetric Response Modeling Of Liver Regions To Radiotherapy, Aashish Chandra Gupta

Dissertations and Theses (Open Access)

In liver-directed radiotherapy (RT), liver regions receiving higher doses typically undergo atrophy while contralateral/adjacent lower-dose regions may exhibit compensatory hypertrophy through regeneration of healthy tissue. Optimizing the RT plan to promote regional hypertrophy while minimizing the risk of developing atrophy has the potential to enhance post-RT liver function and long-term survivorship. However, current clinical practice largely relies on global liver dose-volume metrics during RT-planning, which may obscure favorable dose-response correlation and limit actionable guidance for clinicians. Therefore, we hypothesized that post-RT regional liver response is governed by a combination of region-specific dose-volume and patient clinical features, and that these responses …

Developing A Deep-Learning Model To Segment White Matter Lesions In Cerebral Palsy, Varsha Kumar, Hyukjin Yun, Rose N. Gelineau-Morel, Avner Meoded

Posters

No abstract provided.

A Misplaced Pocket Of Air: Intramural Gastric Air Most Consistent With Gastric Emphysema, Priyanka Panwar, Lavender Otom, Subo Marsa, Gerald Odong, Steven Idet, Irene Muchiri, Hussein Abdulsamad, John Odhiambo, Christopher Opio, Amos Mwasamwaja, Saleem Abdulkarim

Internal Medicine, East Africa

Background Gastric emphysema (GE), or gastric pneumatosis, is a rare, noninfectious cause of intramural gastric air that must be distinguished from emphysematous gastritis (EG), a highly lethal infectious entity. Despite similar radiographic appearances, these conditions differ substantially in etiology, clinical course, management, and prognosis.

Cases We report three hemodynamically stable patients with CT-confirmed intramural gastric air most consistent with GE. Two had associated portal venous gas. The cases occurred in distinct clinical contexts: infectious gastroenteritis with retching, transient midgut volvulus with obstructive gastric overdistension, and alcohol-related upper gastrointestinal bleeding with forceful vomiting and a Mallory–Weiss tear. Although early EG could …