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Full-Text Articles in Radiology

Impact Of Music On Patient Comfort During Mr Scans: A Literature Review, He Yan Aug 2026

Impact Of Music On Patient Comfort During Mr Scans: A Literature Review, He Yan

Radiologic Sciences

Purpose To investigate the influence of auditory stimuli on patient comfort levels during magnetic resonance (MR) imaging, with particular emphasis on indicators of distress, duration of patient positioning, and utilization of emergency signaling devices.

Method An integrative literature review was undertaken utilizing peer-reviewed research articles sourced from journals within the fields of radiology, music therapy, and clinical practice. A comprehensive search was conducted across databases such as PubMed, ScienceDirect, SpringerLink, and Oxford Academic employing keywords including MR anxiety, music therapy, and patient comfort.

Results The body of literature consistently indicated that auditory stimuli significantly mitigate patient anxiety and distress in …


Fractured Focus: Understanding Stress In Second-Year Radiologic Science Students Across Alabama, Kelsi Clotfelter Jul 2026

Fractured Focus: Understanding Stress In Second-Year Radiologic Science Students Across Alabama, Kelsi Clotfelter

Honors Theses

Higher education is a period of rapid transition and growing responsibility, where stress often becomes a routine part of students’ lives. In health professional programs, the combined demands of intensive coursework and clinical training can intensify emotional strain and negatively affect overall well-being. Radiography students experience uniquely high levels of academic, clinical, and emotional stress due to the simultaneous demands of didactic coursework, competency-based clinical training, and high-stakes professional expectations. A cross-sectional mixed-methods study was employed to evaluate the prevalence, sources, and perceived impact of stress among second-year radiography students across multiple Alabama institutions with the goal of identifying strategies …


Ghastly Growths And Bone Chilling Cases Pediatric Tumor Diagnosis Demystified, Alexander Aly Restum, Arif Musa May 2026

Ghastly Growths And Bone Chilling Cases Pediatric Tumor Diagnosis Demystified, Alexander Aly Restum, Arif Musa

Medical Student Research Symposium

Background:

Pediatric skeletal tumors range from benign to malignant and require multimodal imaging for accurate diagnosis. Recognizing key features enables early detection, guides management, identifies underlying syndromes, and improves outcomes. This presentation provides an educational overview of pediatric tumor evaluation.

Methods:
We conducted a focused review of peer-reviewed literature and representative pediatric imaging studies to outline the radiologic characteristics of common benign and malignant bone tumors in children. Core imaging patterns, diagnostic challenges, and modality-specific advantages were synthesized to create a practical interpretive framework for radiologists.

Results:
The reviewed literature and imaging demonstrated consistent defining features across pediatric bone tumors. …


Perceptions Of Radiology Residency Staffing Models Across Years Of Training, Alex Zhang, Alexander Swantek, Adela Pouzar, Sayf Al-Katib May 2026

Perceptions Of Radiology Residency Staffing Models Across Years Of Training, Alex Zhang, Alexander Swantek, Adela Pouzar, Sayf Al-Katib

Posters

Case staffing is the primary method by which radiology residencies teach at the workstation. Despite this, the styles and methods for how staffing is performed have not yet been comprehensively described. Understanding these models and evaluating resident perspectives can inform best practices and enhance radiology education.


From Pages To Practice: Course Design For Integrative And Connected Learning, Prutha Deshpande Apr 2026

From Pages To Practice: Course Design For Integrative And Connected Learning, Prutha Deshpande

UNLV Best Teaching Practices Expo

The poster provides resources for the design of courses to incorporate considerable reading, paired with purposeful activities and reflection questions that deepen understanding of key points of learning, support knowledge transfer, and encourage dialogue and connection.


“Finding From The Field”—An Approach To Encourageexperiential And Epistemological Reflection, Julian Kilker Apr 2026

“Finding From The Field”—An Approach To Encourageexperiential And Epistemological Reflection, Julian Kilker

UNLV Best Teaching Practices Expo

The “Findings from the Field” teaching practice asks students to document and analyze experiences, locations, or artifacts encountered outside the classroom. While traditional field trips emphasize experiential learning by, ideally, linking course concepts to real-world experiences, this “Findings from the Field” approach extends this model through epistemological reflection guided by annotating observations. Students are prompted to consider not only what they observe, but how they know what they know, encouraging metacognition about observation, experience, and empirical research.


Spatial Computing With The Apple Vision Pro In Minimally Invasive Procedure Simulation: A Randomized Crossover Feasibility Study, Sydney Cooper, Aaron Kyle Jones, Rahul Anil Sheth, Koustav Pal, Bruno Odisio, Mark Blaylock, Shelita Kimble, Justin Bird, David Rice, Daniel Shoenthal, Emil Patel, Vipin Kamath, Sanjay Gupta, Jeffrey Siewerdsen, Joshua Kuban Apr 2026

Spatial Computing With The Apple Vision Pro In Minimally Invasive Procedure Simulation: A Randomized Crossover Feasibility Study, Sydney Cooper, Aaron Kyle Jones, Rahul Anil Sheth, Koustav Pal, Bruno Odisio, Mark Blaylock, Shelita Kimble, Justin Bird, David Rice, Daniel Shoenthal, Emil Patel, Vipin Kamath, Sanjay Gupta, Jeffrey Siewerdsen, Joshua Kuban

Advances in Cancer Education and Quality Improvement

Purpose: This study aimed to evaluate the feasibility of wearing the Apple Vision Pro (AVP), a mixed-reality headset that integrates augmented and virtual reality, while performing minimally invasive procedures. While studies have demonstrated that spatial computing technology can improve surgical precision and reduce the risks of surgical complications, to our knowledge, no studies have specifically addressed the impact of the AVP on task performance during simulated image-guided procedures.

Materials and Methods: Thirteen diagnostic and interventional radiology residents performed image-guided central venous catheter placement, thoracentesis, and paracentesis on simulation models. Each participant completed a non-timed practice followed by the procedures once …


Utilization Of Hybrid Angiography-Ct Suites In An Interventional Oncology Practice, David Irwin, Kiyoyuki Minamiguchi, Ryosuke Taiji, Aaron Kyle Jones, Gouthami Chintalapani, Roland Bassett, Steven Y. Huang, Sanjay Gupta Apr 2026

Utilization Of Hybrid Angiography-Ct Suites In An Interventional Oncology Practice, David Irwin, Kiyoyuki Minamiguchi, Ryosuke Taiji, Aaron Kyle Jones, Gouthami Chintalapani, Roland Bassett, Steven Y. Huang, Sanjay Gupta

Advances in Cancer Education and Quality Improvement

Purpose: To evaluate operational trends in an interventional oncology practice at a tertiary academic center before and after the addition of hybrid angiography–computed tomography (Angio-CT) rooms.

Materials and Methods: The procedure volumes and types performed in the hybrid Angio-CT rooms were retrospectively collected from 2016 to 2020. Procedures were divided into categories, including arteriography, endovascular interventional oncology, ablation, venous intervention, non-vascular catheter placement (biliary, nephrostomy, gastrostomy, etc.), and osseous interventions. Procedural trends in the Angio-CT rooms and the frequencies of combination procedures that used both CT and angiography were assessed.

Results: A major shift of catheter-based tumor-directed cases to Angio-CT …


Imaging In Acute Neurovascular Emergencies: Optimizing Outcomes In Large Vessel Occlusion Stroke, Chandu Goli, Rohit Patel, Elliott Beard, Anna Liles, Saeed Saleh, Aleeza Namit, Alissa Ongaco, Kevin Steed Ph.D. Feb 2026

Imaging In Acute Neurovascular Emergencies: Optimizing Outcomes In Large Vessel Occlusion Stroke, Chandu Goli, Rohit Patel, Elliott Beard, Anna Liles, Saeed Saleh, Aleeza Namit, Alissa Ongaco, Kevin Steed Ph.D.

Annual Research Symposium

Purpose:

Large vessel occlusion (LVO) stroke is associated with high rates of morbidity and mortality, and patient outcomes are strongly influenced by rapid identification and timely reperfusion. Advances in acute neurovascular imaging have transformed stroke care by enabling precise patient selection, extending treatment windows, and accelerating clinical workflows. The purpose of this project is to evaluate how modern neurovascular imaging strategies influence treatment selection, workflow efficiency, and clinical outcomes in patients with acute LVO stroke.

Methods:

A narrative review of peer-reviewed literature published within the past decade was conducted. The review focused on CT-based imaging (non-contrast CT, CT angiography, CT …


Improving Prostate Cancer Patients’ Experience And Understanding With A Pre-Ct Simulation Checklist In Genitourinary Radiation Oncology, Christopher Le Jan 2026

Improving Prostate Cancer Patients’ Experience And Understanding With A Pre-Ct Simulation Checklist In Genitourinary Radiation Oncology, Christopher Le

Doctor of Nursing Practice Final Project Abstract

Improving Prostate Cancer Patients’ Experience and Understanding With a Pre-CT Simulation Checklist in Genitourinary Radiation Oncology

Purpose

The purpose of this quality improvement (QI) project was to implement a Pre-CT Simulation checklist for Prostate cancer patients in the outpatient Radiation Oncology Genitourinary clinic to improve patients’ experience and comprehension on their Simulation Day.

Background

The CT simulation is a critical step in treatment planning. Lack of clear, concise, consistent instruction and education preparation prior to simulation day can delay planning and treatment. Currently, there is no standardized checklist to ensure patients are educated and prepared for their CT simulation day. …


Fill The Void - An Introductory Guide For Learning Medical Imaging, Reid Faith, Peter Gahan, Adam Trusty, Aleksandr Zyskin, Chukwuka Ukekwe, Denise Nchinda, Amanda K. Burbage, Alberto E. Musto Jan 2026

Fill The Void - An Introductory Guide For Learning Medical Imaging, Reid Faith, Peter Gahan, Adam Trusty, Aleksandr Zyskin, Chukwuka Ukekwe, Denise Nchinda, Amanda K. Burbage, Alberto E. Musto

EVMS School of Health Professions Faculty Publications

No standardized, comprehensive approach for radiological image interpretation exists among medical schools in the United States of America. In order to rectify this, we outline a model aimed to help improve how medical imaging can be taught in medical schools. The VOID (Visualization, Orientation/Observation, Identification, Description) guide is a proposed universal, stepwise approach to medical image identification, interpretation, and communication. This structured guideline is aimed at building a foundation for students in early medical education. The VOID was applied to CT (Computed Tomography), MRI (Magnetic Resonance Imaging), and x-ray modalities as integrated sessions for medical students during human anatomy laboratory. …


Development Of A Longitudinal, Small-Group Pocus Curriculum For Internal Medicine Residents, Shah N. Mahmud Do, Ammar W. Bhatti Do, Ariq Rahman Md, Omar Al Qassab Md, Fraser Mackay Md Nov 2025

Development Of A Longitudinal, Small-Group Pocus Curriculum For Internal Medicine Residents, Shah N. Mahmud Do, Ammar W. Bhatti Do, Ariq Rahman Md, Omar Al Qassab Md, Fraser Mackay Md

The Lahey Journal

Development of a Longitudinal, Small-Group POCUS Curriculum for Internal Medicine Residents

Introduction

Point-of-Care Ultrasound (POCUS) is integral for clinicians to enhance their diagnostic and procedural skills. Unlike Emergency Medicine or Anesthesia training programs, Internal Medicine programs often lack a structured and standardized curriculum. We thus developed a longitudinal and multi-pronged POCUS curriculum aimed at building trainee competency when utilizing ultrasound for diagnostic and procedural work-up.

Methods

The curriculum encompasses the following: basics of ultrasound, ultrasound-guided procedures, thoracic ultrasound/Bed Lung Ultrasound in Emergency (BLUE), and cardiac ultrasound/Focus-Assessed Transthoracic Echocardiography (FATE). These modules were integrated into the residents’ clinic blocks. We utilized …


Streamlining Nuclear Theranostic Clinic Workflow, Charisma Desai, Anne Fisher Oct 2025

Streamlining Nuclear Theranostic Clinic Workflow, Charisma Desai, Anne Fisher

Advances in Cancer Education and Quality Improvement

Nuclear medicine clinic needs have drastically changed with the emergence of theranostics, exciting new agents in the fight against cancer. However, administering these agents is a resource-intensive task, increasing demand for physician consultation time with patients, clinic office space, and scanner time. We examined our institution’s nuclear medicine clinic workflow and interviewed the clinic’s front desk staff, technologists, nurses, managers, physicians, and patients to find sources of delays, dissatisfaction, and decreased efficiency. An Ishikawa diagram and decision matrix helped us determine the most impactful intervention with our available resources. For this cycle, we focused on the consent process. Theranostic patients …


Teaching Ai For Radiology Applications: A Multisociety‑Recommended Syllabus From The Aapm, Acr, Rsna, And Siim, Felipe Kitamura, Timothy Kline, Daniel Warren, Linda Moy, Roxana Daneshjou, Farhad Maleki, Igor Santos, Judy Gichoya, Walter Wiggins, Brian Bialecki, Kevin O’Donnell, Adam Flanders, Matt Morgan, Nabile Safdar, Katherine P. Andriole, Raym Geis, Bibb Allen, Keith Dreyer, Matt Lungren, Monica J. Wood, Marc Kohli, Steve Langer, George Shih, Eduardo Farina, Charles E. Kahn Jr., Ingrid Reiser, Maryellen Giger, Christoph Wald, John Mongan, Tessa Cook, Neil Tenenholtz Oct 2025

Teaching Ai For Radiology Applications: A Multisociety‑Recommended Syllabus From The Aapm, Acr, Rsna, And Siim, Felipe Kitamura, Timothy Kline, Daniel Warren, Linda Moy, Roxana Daneshjou, Farhad Maleki, Igor Santos, Judy Gichoya, Walter Wiggins, Brian Bialecki, Kevin O’Donnell, Adam Flanders, Matt Morgan, Nabile Safdar, Katherine P. Andriole, Raym Geis, Bibb Allen, Keith Dreyer, Matt Lungren, Monica J. Wood, Marc Kohli, Steve Langer, George Shih, Eduardo Farina, Charles E. Kahn Jr., Ingrid Reiser, Maryellen Giger, Christoph Wald, John Mongan, Tessa Cook, Neil Tenenholtz

Department of Radiology Faculty Papers

No abstract provided.


The Usefulness Of 3d Heart Models As A Tool Of Congenital Heart Disease Education: A Narrative Review, Raghad Abdulaziz Alhojailan, Reghd Husain M Alkhalifah, Bana Albani, Majed Wadi Feb 2025

The Usefulness Of 3d Heart Models As A Tool Of Congenital Heart Disease Education: A Narrative Review, Raghad Abdulaziz Alhojailan, Reghd Husain M Alkhalifah, Bana Albani, Majed Wadi

Journal of the Saudi Heart Association

Objectives: The objective of this review is to evaluate the effectiveness of three-dimensional (3D) heart models as teaching tools for congenital heart disease (CHD), addressing the limitations of traditional medical education methods. Methods: A thorough literature review was conducted using PubMed, Google Scholar, Scientific Direct and Scopus databases. Relevant articles were screened and selected based on their discussion of the application of 3D models in CHD education. Results: The comprehensive review of 19 studies revealed that 3D heart models provide students, healthcare professionals, and patients with meaningful experiences that significantly enhance understanding and learning outcomes. These models improve …


Impact Of Chatgpt And Large Language Models On Radiology Education: Association Of Academic Radiology-Radiology Research Alliance Task Force White Paper, David H. Ballard, Alexander Antigua-Made, Emily Barre, Elizabeth Edney, Emile B. Gordon, Linda Kelahan, Taha Lodhi, Jonathan G. Martin, Melis Ozkan, Kevin Serdynski, Bradley Spieler, Daphne Zhu, Scott J. Adams Nov 2024

Impact Of Chatgpt And Large Language Models On Radiology Education: Association Of Academic Radiology-Radiology Research Alliance Task Force White Paper, David H. Ballard, Alexander Antigua-Made, Emily Barre, Elizabeth Edney, Emile B. Gordon, Linda Kelahan, Taha Lodhi, Jonathan G. Martin, Melis Ozkan, Kevin Serdynski, Bradley Spieler, Daphne Zhu, Scott J. Adams

School of Medicine Faculty Publications

Generative artificial intelligence, including large language models (LLMs), holds immense potential to enhance healthcare, medical education, and health research. Recognizing the transformative opportunities and potential risks afforded by LLMs, the Association of Academic Radiology-Radiology Research Alliance convened a task force to explore the promise and pitfalls of using LLMs such as ChatGPT in radiology. This white paper explores the impact of LLMs on radiology education, highlighting their potential to enrich curriculum development, teaching and learning, and learner assessment. Despite these advantages, the implementation of LLMs presents challenges, including limits on accuracy and transparency, the risk of misinformation, data privacy issues, …


Clinical And Radiological Identification And Management Of Sapho Syndrome, Obyda Al-Housni, Jessica M. Alonso, Matthew Thornburg, Enny Cancio Aug 2024

Clinical And Radiological Identification And Management Of Sapho Syndrome, Obyda Al-Housni, Jessica M. Alonso, Matthew Thornburg, Enny Cancio

HCA Healthcare Journal of Medicine

Introduction

Synovitis, acne, pustulosis, hyperostosis, and osteitis (SAPHO) syndrome is an autoinflammatory disease whose acronymic name stands for the symptoms commonly seen in the disease. These symptoms typically occur simultaneously, in different combinations, in patients during exacerbations of the disease. SAPHO syndrome is a rare disease, most frequently seen in patients aged 30 to 50. It is estimated to be found in 1 in 10 000 persons in White populations, with an even lower incidence seen in non-White populations.

Case Presentation

A post-menopausal woman with a medical history of SAPHO presented to the emergency department with left foot pain and …


Multidisciplinary Approach To Diagnostic Radiology Education: A Novel Educational Intervention For Turkish Medical Students, Parth Patel, Emre Altınmakas, Görkem Ayas, Rachel Stanietzky, Madeline L. Stewart, Abdelrahman Elshikh, Disha Ram, Hrishika Bhosale, Mohamed Eltaher, Serageldin Kamel, Munevver N. Duran, Umut Yücel, Mohamed Badawy, Scott Rohren, Khaled M. Elsayes Jul 2024

Multidisciplinary Approach To Diagnostic Radiology Education: A Novel Educational Intervention For Turkish Medical Students, Parth Patel, Emre Altınmakas, Görkem Ayas, Rachel Stanietzky, Madeline L. Stewart, Abdelrahman Elshikh, Disha Ram, Hrishika Bhosale, Mohamed Eltaher, Serageldin Kamel, Munevver N. Duran, Umut Yücel, Mohamed Badawy, Scott Rohren, Khaled M. Elsayes

School of Medicine Faculty Publications

Teleconferencing can facilitate a multidisciplinary approach to teaching radiology to medical students. This study aimed to determine whether an online learning approach enables students to appreciate the interrelated roles of radiology and other specialties during the management of different medical cases. Turkish medical students attended five 60-90-minute online lectures delivered by radiologists and other specialists from the United States and Canada through Zoom meetings between November 2020 and January 2021. Student ambassadors from their respective Turkish medical schools recruited their classmates with guidance from the course director. Students took a pretest and posttest to assess the knowledge imparted from each …


Improved Pediatric Icu Mortality Prediction For Respiratory Diseases: Machine Learning And Data Subdivision Insights, Johayra Prithula, Muhammad E H Chowdhury, Muhammad Salman Khan, Khalid Al-Ansari, Susu M Zughaier, Khandaker Reajul Islam, Abdulrahman Alqahtani May 2024

Improved Pediatric Icu Mortality Prediction For Respiratory Diseases: Machine Learning And Data Subdivision Insights, Johayra Prithula, Muhammad E H Chowdhury, Muhammad Salman Khan, Khalid Al-Ansari, Susu M Zughaier, Khandaker Reajul Islam, Abdulrahman Alqahtani

Faculty, Staff and Student Publications

The growing concern of pediatric mortality demands heightened preparedness in clinical settings, especially within intensive care units (ICUs). As respiratory-related admissions account for a substantial portion of pediatric illnesses, there is a pressing need to predict ICU mortality in these cases. This study based on data from 1188 patients, addresses this imperative using machine learning techniques and investigating different class balancing methods for pediatric ICU mortality prediction. This study employs the publicly accessible "Paediatric Intensive Care database" to train, validate, and test a machine learning model for predicting pediatric patient mortality. Features were ranked using three machine learning feature selection …


Studying The History Of Histopathology In Preclinical Medical Education As A Guide For The Uniform Integration Of Radiology In Medical Education, Jeffrey Girardot, Navid Faraji May 2024

Studying The History Of Histopathology In Preclinical Medical Education As A Guide For The Uniform Integration Of Radiology In Medical Education, Jeffrey Girardot, Navid Faraji

Student Scholarship

Radiology and pathology, though distinct fields within medical education, share a common foundation in their essential roles for accurate diagnosis and understanding of diseases. While pathology, particularly histopathology, has long been integrated into preclinical medical education in the United States, radiology education has traditionally been less emphasized. This paper examines the historical development of histopathology training in medical education and its central role, contrasting it with the comparatively peripheral position of radiology education. We explore the historical context of medical education in the United States, tracing the integration of histopathology following the Flexner Report of 1910. In contrast, radiology, emerging …


Rapid (Reducing The Anxiety Of Patients In Interventional And Diagnostic) Radiologic Procedures: A Review Of The Literature, Unie Háng, Nathan Sim, Harika K. Bollineni, Arif Musa Md, Foaz Kayali Md, Roger Kakos Md, Monte Harvill Md, Ali Harb Md Mar 2024

Rapid (Reducing The Anxiety Of Patients In Interventional And Diagnostic) Radiologic Procedures: A Review Of The Literature, Unie Háng, Nathan Sim, Harika K. Bollineni, Arif Musa Md, Foaz Kayali Md, Roger Kakos Md, Monte Harvill Md, Ali Harb Md

Medical Student Research Symposium

Abstract Title: RAPID (Reducing the Anxiety of Patients in Interventional and Diagnostic) Radiologic Procedures: A Review of the Literature

Background: Pre-procedural anxiety is a prevalent concern that can be associated with negative effects for patients including perceived pain. Most interventional radiologic procedures are performed under local anesthesia with minimal sedation if any, which may not be sufficient in relaxing the patient. Effective patient education with appropriate pain management and anxiety control can improve comfort and can yield optimal post-procedural outcomes.

Methods: A search was done with the PubMed database for studies concerning patient anxiety in radiologic procedures. Search terms included, …


The Utility Of Interventional Anesthesia, Kylie Daguio, Kiley Jackson, Samantha Boever, Andrew Chang, James Keane, Leonard B. Goldstein Mar 2024

The Utility Of Interventional Anesthesia, Kylie Daguio, Kiley Jackson, Samantha Boever, Andrew Chang, James Keane, Leonard B. Goldstein

SOMA Faculty Publications

no abstract


Advancing Virtual At-Home Care For Community Health Center Patients Using Patient Self-Care Tools, Technology, And Education [Letter], Cheryl Modica, Joy H. Lewis, Curtis Bay Feb 2024

Advancing Virtual At-Home Care For Community Health Center Patients Using Patient Self-Care Tools, Technology, And Education [Letter], Cheryl Modica, Joy H. Lewis, Curtis Bay

SOMA Faculty Publications

Abstract

Introduction

Health centers are community-based, patient directed primary care providers that offer accessible, high-quality primary care within medically underserved communities. Screening for cancer and managing complex chronic conditions such as diabetes, hypertension, obesity, and depression are vital services for the vulnerable populations seen by community health centers. Delivering care for complex chronic conditions and preventive services using virtual models that integrate self-care tools and technology is an important approach to increasing access for hard-to-reach patients served by health centers.

Objective

This study aimed to explore the use of a virtual care model, applied using a systems approach and patient-driven …


Median Arcuate Ligament Syndrome: A Rare Cause Of Abdominal Pain That Is Difficult To Identify, Mark E. Eskander, Matthew Thrall, Joel P. Thompson Aug 2023

Median Arcuate Ligament Syndrome: A Rare Cause Of Abdominal Pain That Is Difficult To Identify, Mark E. Eskander, Matthew Thrall, Joel P. Thompson

Advances in Clinical Medical Research and Healthcare Delivery

Median arcuate ligament syndrome (MALS) is a rare disease that occurs when the celiac artery is compressed by the median arcuate ligament. Patients with MALS typically present with non-specific symptoms that overlap with more common diseases. As a result, patients may undergo extensive workup and unnecessary treatments before being properly diagnosed with MALS. In this case we present a 23-year-old female with chronic postprandial abdominal pain that persisted despite undergoing a cholecystectomy. This case highlights the symptoms and imaging findings needed to diagnose MALS and thus prevent unnecessary surgical interventions.


Degree Of Uncertainty In Reporting Imaging Findings For Necrotizing Enterocolitis: A Secondary Analysis From A Pilot Randomized Diagnostic Trial, Disa Rathore, Kira Bourrett, Sherwin S. Chan, Erin Opfer, Alain Cuna May 2023

Degree Of Uncertainty In Reporting Imaging Findings For Necrotizing Enterocolitis: A Secondary Analysis From A Pilot Randomized Diagnostic Trial, Disa Rathore, Kira Bourrett, Sherwin S. Chan, Erin Opfer, Alain Cuna

Research Days

Background: Uncertainty in reporting of imaging findings for necrotizing enterocolitis (NEC) can be challenging for clinicians and result in ambiguity, miscommunication, and potential diagnostic errors. The degree to which uncertainty complicates diagnostic imaging for NEC has not been characterized.

Objective: To determine the degree of uncertainty in diagnostic imaging for NEC.

Methods: We conducted a retrospective study using data from a previously completed pilot diagnostic randomized clinical trial (RCT). The study population comprised of preterm infants with suspected NEC who were randomized to either standard imaging with abdominal radiographs (AXR) alone or experimental imaging with AXR + add-on bowel ultrasound …


Spontaneous Rupture Of A Previously Asymptomatic Giant Angiomyolipoma, Reed Ritterbusch Apr 2023

Spontaneous Rupture Of A Previously Asymptomatic Giant Angiomyolipoma, Reed Ritterbusch

View All Graduate Medical Education Content

Northwest Research Symposium Day of Presentations 2023


An Artificial Neural Network For Nasogastric Tube Position Decision Support, Ignat Drozdov, Rachael Dixon, Benjamin Szubert, Jessica Dunn, Darren Green, Nicola Hall, Arman Shirandami, Sofia Rosas, Ryan Grech, Srikanth Puttagunta, Mark Hall, David J Lowe Mar 2023

An Artificial Neural Network For Nasogastric Tube Position Decision Support, Ignat Drozdov, Rachael Dixon, Benjamin Szubert, Jessica Dunn, Darren Green, Nicola Hall, Arman Shirandami, Sofia Rosas, Ryan Grech, Srikanth Puttagunta, Mark Hall, David J Lowe

Faculty, Staff and Student Publications

PURPOSE: To develop and validate a deep learning model for detection of nasogastric tube (NGT) malposition on chest radiographs and assess model impact as a clinical decision support tool for junior physicians to help determine whether feeding can be safely performed in patients (feed/do not feed).

MATERIALS AND METHODS: A neural network ensemble was pretrained on 1 132 142 retrospectively collected (June 2007-August 2019) frontal chest radiographs and further fine-tuned on 7081 chest radiographs labeled by three radiologists. Clinical relevance was assessed on an independent set of 335 images. Five junior emergency medicine physicians assessed chest radiographs and made feed/do …


Cognitive Assessment Of Health-Care Workers Exposed To Ionizing Radiation And The Assessment Of Radiation Safety Awareness In Different Radiation Oncology Hospitals In Egypt, Basma M. Saleh Jan 2023

Cognitive Assessment Of Health-Care Workers Exposed To Ionizing Radiation And The Assessment Of Radiation Safety Awareness In Different Radiation Oncology Hospitals In Egypt, Basma M. Saleh

Theses and Dissertations

The increase in cancer cases and subsequent increase in chemotherapy and radiotherapy sparked worries over hospital workers' health and safety. There is a global trend towards routine assessment of awareness, safety measures, and radiation protection culture among healthcare workers. There is also a trend towards monitoring the various associations between radiation exposure and different health outcomes. In low- and middle-income countries, the use of advanced techniques and biomarker tests to track the health status of the workers is hard to achieve. This is due to the scarce resources and economic instabilities and that is why using a survey as a …


Sustained Increases In Immune Transcripts And Immune Cell Trafficking During The Recovery Of Experimental Brain Ischemia, Munish Saini, Eshan Sengupta, Madanjit Singh, Harnoor Singh, Jaswinder Singh Jan 2023

Sustained Increases In Immune Transcripts And Immune Cell Trafficking During The Recovery Of Experimental Brain Ischemia, Munish Saini, Eshan Sengupta, Madanjit Singh, Harnoor Singh, Jaswinder Singh

Faculty, Staff and Student Publications

Sustainable Development Goals (SDG) are at the forefront of government initiatives across the world. The SDGs are primarily concerned with promoting sustainable growth via ensuring wellbeing, economic growth, environmental legislation, and academic advancement. One of the most prominent goals of the SDG is to provide learners with high-quality education (SDG 4). This paper aims to look at the perspectives of the Sustainable Development Goals improvised to provide quality education. We also analyze the existing state of multiple initiatives implemented by the Indian government in the pathway to achieving objectives of quality education (SDG 4). Additionally, a case study is considered …


A Consensus List Of Ultrasound Competencies For Graduating Emergency Medicine Residents, David A Haidar, William J Peterson, Patrick G Minges, Jennifer Carnell, Jason T Nomura, John Bailitz, Jeremy S Boyd, Megan M Leo, E Liang Liu, Youyou Duanmu, Josie Acuña, Ross Kessler, Marco F Elegante, Mathew Nelson, Rachel B Liu, Resa E Lewiss, Arun Nagdev, Rob D Huang Dec 2022

A Consensus List Of Ultrasound Competencies For Graduating Emergency Medicine Residents, David A Haidar, William J Peterson, Patrick G Minges, Jennifer Carnell, Jason T Nomura, John Bailitz, Jeremy S Boyd, Megan M Leo, E Liang Liu, Youyou Duanmu, Josie Acuña, Ross Kessler, Marco F Elegante, Mathew Nelson, Rachel B Liu, Resa E Lewiss, Arun Nagdev, Rob D Huang

Faculty, Staff and Students Publications

OBJECTIVES: Emergency ultrasound (EUS) is a critical component of emergency medicine (EM) resident education. Currently, there is no consensus list of competencies for EUS training, and graduating residents have varying levels of skill and comfort. The objective of this study was to define a widely accepted comprehensive list of EUS competencies for graduating EM residents through a modified Delphi method.

METHODS: We developed a list of EUS applications through a comprehensive literature search, the American College of Emergency Physicians list of core EUS benchmarks, and the Council of Emergency Medicine Residency-Academy of Emergency Ultrasound consensus document. We assembled a multi-institutional …