A Radiology Ontology for AI Datasets, Models and Projects (ROADMAP) 

Abhinav Suri, MPH; Researcher and Medical Student, David Geffen School of Medicine at the University of California Los Angeles 
Safwan Halabi, MD; Hari Trivedi, MD; Charles Khan, MD, MS, FACR, FSIIM

AI Assisted Annotation and Federated Learning: How to Standardize Data Labeling to Boots Training Performance 

John Garrett, PhD, Director, University of Wisconsin, Madison 
Iman Zare Estakhraji, PhD; Farzana Ali, PhD; Gian Marco Conte, MD, PhD; Prerna Dogra, PhD; Shahriar Faghani, MD; Mona Flores, MD; Reza Forghani, MD, PhD; Brad Genereaux; Amilcare Gentili, MD; Kristopher Kersten, PhD; Meghan Lubner, MD; Andrew Missert, PhD; Spencer Workman, MD; Joseph Yacoub, MD; Khaled Younis, PhD; Yuankai Huo, PhD  

CDE Definition Stubs: Building a Scalable Foundation for Structured Radiology Reporting 

Michael Hood, MD, Attending Radiologist, Emergency Radiology, Massachusetts General Hospital 
Tarik Alkasab, MD, PhD; Heather Chase; Roshan Fahimi, MD 

Pythia: An Integrated Large Language Model Platform for Enhanced Radiology Reporting 

Shawn Lyo, MD, Neuroradiologist and Imaging Informaticist, University of Pennsylvania / Baptist Health South Florida 
Satvik Tripathi; Tessa Cook, MD, PhD, CIIP, FSIIM, FCPP 

Untapped Value at the Viewbox: Generating AI-Driven Insights from Radiology Readouts 

Karan H. Jani, MD, MPH, MBA, Radiology Resident, Mallinckrodt Institute of Radiology, Washington University in Saint Louis 
Shinjini Kundu, MD, PhD; Martin Reis, MD; Sanjeev Bhalla, MD; Vamsi Narra, MD, MBA; David Ballard, MD, PhD; Anup Shetty, MD 

Utility of CDE Definitions and FHIR Structure for Representing Chest CT Findings 

Roshan Fahimi, MD, Radiology Post Doctoral Research Fellow, MGH 
Tarik Alkasab, MD; Michael Hood, MD; Heather Chase