Approaches for LLM Based Automated Categorization of Hospital Imaging Safety Event Reports 

Chintan Shah, MD, MS, Neuroradiologist, Medical Director for Imaging AI, Cleveland Clinic 
Brandon English, RT, HACP-PE; Shelly Horvath, RN, HACP-PE; Rekha Mody, MD; Po-Hao Chen, MD, MBA 

Developing a Standardized Ontology for Imaging Findings Using Large Language Models with Crowd-Sourced Iteration and Validation 

Yilun Zhang, MD, Transitional Year Resident, RWJBH Community Medical Center/Massachusetts General Hospital 
Tarik Alkasab, MD, PhD 

Development, Evaluation, and Assessment of Large Language Models (DEAL) Checklist: Reporting Methods and Results for LLM-Based Radiology Research 

Satvik Tripathi, Researcher, Department of Radiology, University of Pennsylvania 
Dana Alkhulaifat, MD; Florence Doo, MD; Pranav Rajpurkar, PhD; Rafe Mcbeth, PhD; Dania Daye, MD, PhD; Tessa Cook, MD, PhD, FSIIM 

Systematic Detection and Correction of DICOM Label Discrepancies in Large-Scale Chest X-ray Datasets 

Frank Li, PhD, Postdoctoral Fellow, Radiology, Emory University 
Theo Dapamede, MD, PhD; Mohammadreza Chavoshi, MD; Bardia Khosravi, MD, MPH, MHPE; Janice Newsome, MD; Aawez Mansuri, MS; Rohan Satya Isaac, MS; Hari Trivedi, MD; Judy Gichoya, MS, MD, FSIIM