Explore Posters & Demos at your own pace during Expo Hall hours—then catch the authors in action during Roving Tour times for lively Q&A, behind-the-scenes insights, and maybe a few fun surprises!

Addressing Workflow Pain Points in Radiology with AutoHotkey: Leveraging ChatGPT for Macro and Hotkey Creation 

Douglas Spaeth-Cook, DO, MSPH, Resident Physician, Emory University Hospital 
Dan Cohen-Addad, MD 

An Interactive NLP Approach for Improving Completeness and Annotation Efficiency in Prostate Screening Reports 

Jeroen Geerdink, Innovation manager, Health & Information Technology, Hospital Group Twente   
Hridya nair Suresh, MS; Jeroen Veltman MD, PhD; Lars Bosboom, MD; Maikel Viskaal; Shenghui Wang, PhD 

Applying Deep Learning Methods for Estimating the Volume of Pathological Regions in AD Brain Tissue 

Yujia Wei, MD, PhD, Research Fellow, Assistant Professor of Radiology, Radiology, Mayo Clinic 
Jason Cai; Bradley Erickson, MD, PhD, CIIP, FSIIM 

Assessing the Performance of ChatGPT-4 Omni in Classifying Fracture and Non-Fracture X-ray Images 

Nitin Chetla, Medical Student, University of Virginia School of Medicine 
Swapna Vaja; Alper Turgut, MD; Tejas Sekhar; Tamer Hage; Joseph Chang; Mihir Tandon; Jorge Chahla, MD, PhD; Arun Krishnaraj, MD 

Augmented and Virtual Reality Integration with Digital Twin Technology 

Les Folio, DO, MPH, ACHIP, CIIP, Chest Radiologist and Imaging Informatics Section Chief, James A. Haley VA Hospital 
Sara Aghamiri, MSc; João Santinha, PhD; Rada Amin, PhD; Pedro Gouveia, PhD 

Automated Generation of Patient-Friendly Multimedia Reports for Whole Body MR Studies from Text-Only Radiology Reports 

James Ledoux, PhD, Senior Programmer/Analyst, Weill Cornell Medical College 
Kurt Teichman, MS; Dana Galizia, MBA; Keith Hentel, MD; Jacob Kazam, MD; George Shih, MD 

Automated Notification System That Facilitates AI Triage on a Legacy PACS System 

Adam Flanders, MD, CIIP, FSIIM, Vice-Chair Imaging Informatics, Radiology, Thomas Jefferson University 
Paras Lakhani, MD; Ryan Lee, MD; Avi Sharma, MD; Tod Simons; Vijay Rao, MD 

Automated Vestibular Schwannoma Detection Using YOLO-Based Models 

Sahika Betul Yayli, MD, Postdoctorate Research Fellow, Radiology, Mayo Clinic 
Parv Mehta, MD; Daniel Blezek, PhD; Matthew Carlson; Neetu Soni, MD; Milan Sonka, PhD; Bradley Erickson, MD, PhD, CIIP, FSIIM; Girish Bathla, MD 

Balancing Performance and Cost: The Role of COTS GPUs in Medical Imaging 

Megan Puertas, MHA, RT(R), Lead Systems Analyst, Cleveland Clinic Florida 
Marvin Tucker 

Can GPT-4 Do Your Systematic Review? Large Language Models as a Research Assistant for Literature Reviews in Radiology 

Dana Alkhulaifat, MD, Postdoctoral Research Fellow, Children’s Hospital of Philadelphia 
Satvik Tripathi; Suhani Dheer; Allison Brea; Yohan Kim; Dania Daye, MD, PhD; Tessa Cook, MD, PhD, CIIP, FSIIM 

Capability of Multi-Modal Large Language Models for Matching Findings in Longitudinal CT Studies 

Tejas Sudharshan Mathai, PhD, Staff Scientist, National Institutes of Health (NIH) Clinical Center 
Boah Kim, PhD; Praveen Thoppey Srinivasan Balamuralikrishna, MBBS; Ronald Summers, MD, PhD

Chameleon Dataset- Large Synthetic Radiology Report Dataset: A Pilot Study 

Satvik Tripathi, Researcher, Department of Radiology, University of Pennsylvania 
Dana Alkhulaifat, MD; Rithvik Sukumaran; Charles Chambers, MCIT; Darco Lalevic; Emiliano Garza, MD; Meghana Muppuri, MD; Dania Daye, MD, PhD; Tessa Cook, MD, PhD, CIIP, FSIIM 

Cohort Selection of MIDRC Exams Using the LOINC RSNA Radiology Playbook 

Paul E. Kinahan, PhD, Vice-Chair Radiology, Research, University of Washington 

Cost Justification Model for AI Triage Tool Integration  

Irene Lee, MD, Resident, Emory University 

Developing Interactive Systems for Enhanced Communication and Feedback Between Medical Experts and Explainable AI Models 

Jeroen Geerdink, Innovation Manager, Health & Information Technology, Hospital Group Twente 
Xun Zhao MS; Oswald Kessels, MD; Esmée Dijkstra, MD, PhD; Lars Bosboom, MD; Jeroen Veltman MD, PhD; Johannes H. Hegeman MD, PhD; Maurice van Keulen PhD; Shenghui Wang, PhD  

Dexa Automation into Powerscribe Reports: An Implementation Guide for Radiologists, PACS Administrators and Technicians 

Florence Doo, MD, MA, Assistant Professor, Dept of Diagnostic Radiology & Nuclear Medicine, University of Maryland School of Medicine 
Nathan A. Bumbarger, MD; Devina Chatterjee; Brandon Cofield; Olga Haan; Stephanie Jo, MD, PhD, CIIP 

Diagnostic Radiology Workflow with “at-a-glance” Air Traffic Control-like Methods Ensuring Patient Safety 

Les R. Folio, DO, MPH, ACHIP, CIIP, Imaging Informatics Section Chief, Radiology Services, James A. Haley Veterans Hospital 
Kristi DuBois, MHA, RT(R)(CT)(MR); Krista Edgar, Ann Folk RT(R)  

Dynamic Modeling for Breast Cancer Risk Prediction and Demographic Stratification 

Shamiha Binta Manir, PhD Student, Marquette University 
Priya Deshpande, PhD 

Efficient Imaging Data Management for Enhanced Research Collaboration 

Orhan Unal, PhD, Assistant Professor, University of Wisconsin School of Medicine & Public Health 
John Garrett, PhD; Richard Bruce, MD 

Empowering Novice Developers in Radiology Informatics: Chat-Oriented Programming 

Patricia Wu, MD, Visiting Postdoctoral Research Fellow, Beth Israel Deaconess Medical Center 
Mohamad Hotait; David Kwan; Seth Berkowitz, MD 

Enhancing Access to Prenatal Studies Through EMR Customization: A Quality Improvement Initiative in Infants Aged 0-3 months 

Irene Dixe de Oliveira Santo, MD, CIIP, Radiology Resident, Diagnostic Radiology, Yale School of Medicine 
Anne Gormley; James Ha, MD; Lawrence Guan, MD; Cicero Silva, MD; Sophie Chheang, MD 

Enhancing Breast Cancer Diagnostics: Swin Transformer for Histopathology Image Classification 

Nadir Khan Yusufzai, Medical Student, Renaissance School of Medicine at Stony Brook University 
Jerome Liang, PhD; Marc Pomeroy, PhD 

Enhancing Diversity in Imaging Data: A Framework for Inclusive AI Development  

Lawrence Guan, MD, Resident Physician, Yale School of Medicine 
Sophie Chheang, MD, MBA; Irene Dixe De Oliveira Santo, MD, CIIP 

Enhancing Efficiency: Time Savings from Autopopulating Ultrasound Measurements  

Dylan Sadowsky, MD, Resident, Tulane Radiology 
Gautam Dua; Kelsey Berman, MD; Yousef Dawoud, DO; Mitchell Jackson, DO; Parisha Babuta; Mohammad Mousa, BS, RT(R); Matthew Parker, MD; Jane Ball, MD; Mandy Weidenhaft, MD; Jeremy Nguyen, MD, Matthew Abella, MD; Cynthia Hanemann, MD 

Enhancing Image Library Operations Through an Interactive Dashboard Improving Productivity and Decision-Making 

Gloria Hwang, MD, Clinical Professor, Radiology, Stanford Health Care 
Amy Bui, MPH; Roniela Turingan; Shantika Devi, MPA-HCA 

Evaluating Consistency in CT Derived Body Composition Analysis: A Comparative Study of Two Deep Learning Algorithms at L3 Vertebral Level 

Adam P. Dachowicz, PhD, Data Science Analyst, Radiology, Mayo Clinic 
Jason Klug, PhD; Timothy Kline, PhD, MS; Panos Korfiatis, PhD; Daniel Blezek, PhD; Bill Ryan; Eric Williamson, MD; Steve Langer, PhD, FSIIM; Jeremy Collins, MD; Francis Baffour, MD; Andy Missert, PhD; Gian Marco Conte, MD, PhD 

Evaluating Spatial Computing Platforms for Diagnostic Imaging: A Feasibility Study with the Apple Vision Pro 

Josh Volin, MD, Resident Physician, Department of Radiology and Imaging Sciences, Emory University 
Vidya Viswanathan, MD; Nabile Safdar, MD, MPH, FSIIM; Vikram Narayan, MD; Elias Kikano, MD 

Harnessing AI for Medical Informatics: A Comparative Study of GPT and Traditional Methods in Expanding Medical Acronyms and Shorthands 

John T. Moon, MD, Resident Physician, Emory University School of Medicine 
Emily Patel; Hanzhou Li, MD; Zachary Bercu, MD; Janice Newsome, MD; Hari Trivedi, MD; Judy Gichoya, MD, MS, FSIIM 

Impact of Algorithm-Driven Slice Selection on Body Composition Analysis: A Comparison of Two Deep Learning Models Using CT Images 

Jason R. Klug, PhD, Data Scientist, Radiology, Mayo Clinic 
Adam Dachowicz, PhD; Timothy Kline, PhD, MS; Panos Korfiatis, PhD; Daniel Blezek, PhD; Bill Ryan; Eric Williamson, MD; Steve Langer, PhD, FSIIM; Jeremy Collins, MD; Francis Baffour, MD; Andy Missert, PhD; Gian Marco Conte, MD, PhD 

Improving Radiologist Access to Critical Resources via a PACS-Integrated Web Platform 

Morgan McBee, MD, CIIP, Medical Director of Radiology Informatics, Radiology, Medical University of South Carolina 
Wendy Ketchum, CIIP, RT(R)(CV); David Gaspard, BSRT(R) 

Integrating Medical Informatics Training in Radiology Residency: A Pathway to Enhanced Clinical Impact 

Irene Dixe de Oliveira Santo, MD, CIIP, Radiology Resident, Diagnostic Radiology, Yale School of Medicine 
Lawrence Guan, MD; Sophie Chheang, MD, MBA 

Large Language Model Integration with Radiology Report Query Tool Enables Complex Searches 

Kurt Teichman, M.Eng, Senior Programmer/Analyst, Radiology, Weill Cornell 
James Ledoux, PhD; Chenglin Zhu; Keith Hentel, MD, MS; Jacob Kazam, MD; Martin Prince, MD, PhD; Shih George, MD, MS 

Large Language Model Sensitivity to Data Perturbations in Radiology Report Classification 

Vera Sorin, MD, Radiology Informatics Fellow, Radiology, Mayo Clinic, Rochester 
Jeremy Collins, MD; Panagiotis Korfiatis, PhD 

Large Language Models for Patient-Centered Care: A Proof of Concept Study for a Drain Management and Clinical Follow-Up Database in Interventional Radiology 

Krishnaveni Parvataneni, Research Intern, Massachusetts General Hospital 
Felix Dorfner; Meredith Preziosi, FNP-BC; Patrick Sutphin, MD; Christopher Bridge, PhD; Dania Daye, MD, PhD 

Leveraging AI to Optimize Radiology Workflow: A ChatGPT-Based Organizational Assistant 

Nicholas Mynarski, MD, Resident Physician, Northwell Health 
Matthew Barish, MD; Eran Ben-Levi, MD; Ritesh Patel, MD 

LLM Showdown: Benchmarking Performance, Cost, and Speed of Granular Ground Truth Extraction in Radiology Reports for Post-Deployment Monitoring of AI Models 

Aawez Mansuri, MS, Systems Software Engineer, Emory University 
Theo Dapamede, MD, PhD; Hanssen Li, MD; Wasif Bala, MD; John Moon, MD; Bardia Khosravi, MD, MPH, MHPE; Chad Robichaux, MPH; Frank Li, PhD; Mohammedreza Chavoshi, MD; Beatrice Brown-Mulry; Rohan Isaac, MS; Dan Cohen, MD; Ninad Salastekar, MD; Judy Gichoya, MD, MS, FSIIM; Hari Trivedi, MD 

Long-Context and Short-Context Supplemented GPT-4 Surpass Base GPT-4 in Adhering to the American College of Radiology Appropriateness Criteria for Ordering Neuroradiology Imaging 

Yasmine Eichbaum, Medical Student, Thomas Jefferson University 
Julietta Gervase; Harish Appiakanna, MD; Rishi Gadepally, MD; Adam Flanders, MD, CIIP, FSIIM

Monitoring AI Performance After Deployment: Demonstrated in Pulmonary Embolism Detection 

Alicia Maehara, Student, Marlborough School 
Gordon Guyant; Melody Bounmasanonh; Alexandria Uy; Edward Zaragoza, MD; William Hsu, PhD 

Multidomain Sequence Classification of Brain, Knee, and Prostate MRIs Through 3D-CNN and Gradient Boosted Trees 

Yu-Cherng Chang, Resident, University of Miami 

Nationwide Analysis of CTPA Yield Rates Using the EPIC Cosmos Database: Insights into Overutilization Patterns 

Vidya Sankar Viswanathan, MD, Radiology Resident (PGY2), Emory University 
Joshua Volin, MD; Colin Segovis, MD, PhD; Matthew Zygmont, MD; Nabile Safdar, MD, MPH, FSIIM; Elias Kikano, MD 

Performance and Adjustment of an AI-Assisted Fracture Detection Tool in a Real-World Post-Clinical Deployment Setting 

Sameed Khan, MD, Researcher, Cleveland Clinic Lerner Research Institute 
Sarang Ingole, MBBS, DNB; Charit Tippareddy, MD; Amy Zhou; Kacey Pagano; Mia Zivkovic; Orlando Martinez; Navid Faraji, MD 

Prioritiz-IR – Design and Evaluation of Evaluation of an LLM-PhoneBot for Triaging Interventional Radiology Consults 

Hanzhou Li, MD, Resident Physician, Emory University School of Medicine 
John Moon, MD; Wasif Bala, MD; Christopher Williamson, MD; Emily Patel; Sampath Kumar; Rayan Khan; Syed Ali Mehdi; Rithvik Pandibabu; Varshith Chekka; Aneesh Sabarad; Hari Trivedi, MD; Zachary Bercu, MD; Janice Newsome, MD; Judy Gichoya, MD, MS, FSIIM

RadOntology: An Ontology-Driven Intelligent Platform for Radiology Education and Clinical Insights 

Young-Tak Kim, PhD, Research Fellow, Radiology, Massachusetts General Hospital 
Saul Langarica, PhD; Adham Mahmoud, PhD; Jeanne Ackman, MD; Shaunagh McDermott, MBBCH; Manisha Bahl, MD; Michael Lev, MD; Michael Gee, MD, PhD; Synho Do, PhD 

RadPath: Improving Radiology-Pathology Correlation Follow-Up for Radiologists via an Automated System 

Othria Ahmed, MD, Resident Physician, Northwell Health 
Matthew Barish, MD; David Hirschorn, MD; Graham Keir, MD; Ritesh Patel, MD; Gabriel Felder, MD, MPH 

Retrospective Comparison of Fracture Detection Performance Before and After Implementation of an AI Fracture Detection Tool 

Charit Tippareddy, MD, Radiology Resident (PGY4), Department of Radiology, University Hospitals Cleveland Medical Center 
Sarang Ingole, MD; Sameed Khan; Kacey Pagano; Amy Zhou; Mia Zivkovic; Orlando Martinez; Navid Faraji, MD 

So You Want to Embrace Open Science in Research? How to Do This Responsibly 

Raisa Amiruddin, MBBS, Postdoctoral Research Fellow, Children’s Hospital of Philadelphia 
Nazanin Maleki, MD; Nikolay Yordanov, MD; Pascal Fehringer, MD; Athanasios Gkampenis, MD; Ahmed Moawad, MD; Mariam Aboian, MD, PhD 

Social Media for Accessible Education to Global Trainee Audiences: AI in Neuro-oncology 

Raisa Amiruddin, MBBS, Postdoctoral Research Fellow, Children’s Hospital of Philadelphia 
Nazanin Maleki, MD; Nikolay Yordanov, MD; Pascal Fehringer, MD; Athanasios Gkampenis, MD; Anastasia Janas, MD; Ahmed Moawad, MD; Sanjay Aneja, MD; MingDe Lin, PhD; Spyridon Bakas, PhD; Mariam Aboian, MD, PhD 

Using Few-shot Prompting of LLMs and ICD-10 Codes for More Accurate and Readable Patient Friendly Explanations (pfx) for Incidental Findings on MRI for More Equitable Results Delivery to Patients 

Joseph Hentel, Student, Briarcliff High School 
Kurt Teichman, MS; Sophie Shih; David Nauheim, MD; Jacob Kazam, MD; Martin Prince, MD, PhD; Dana Galizia; James Ledoux, PhD; Keith Hentel, MD; George Shih, MD, MS