Data, Analytics, and LLMs in Imaging Informatic Applied Informatics Abstracts

An LLM-Powered Analytics Agent for On-Demand Operational Intelligence in Radiology

Andrew Missert, PhD, AI Scientist, Mayo Clinic
Alex Bratt, MD; Nadia Wood, MS; William Troy, PhD; Justin Benfield, MS

Automated Longitudinal Tracking and Visualization of Radiology Findings via Standardized Data Extraction

Neil Bhatia, MD, Chief Diagnostic Radiology Resident, Brigham & Women’s Hospital
Charles Hood, MD; Katherine Andriole, PhD, FSIIM; Tarik Alkasab, MD, PhD

From Clinical Reports to Research-Ready Data: Deploying LLMs at Scale for Multicenter Radiology Informatics with Real-World Data

Ariana Familiar, PhD, Senior Data Scientist, Imaging Platform & Technology Lead, Children’s Hospital of Philadelphia
Shengyang Dong; Meen Chul Kim, PhD; Anahita Fathi Kazerooni, PhD; Arastoo Vossough, MD, PhD; Adam Resnick, PhD; Allison Heath, PhD; Ali Nabavizadeh, MD

Global Data Collection and Harmonization for Clinical Workflow Improvement

Brian Bialecki, CIIP, Senior Director of IT Standards and Interoperability, American College of Radiology

Mining Radiology Reports for Scalable Chest Radiography Quality Surveillance

Michael Hood, MD, Emergency Radiologist, Enterprise Service Chief of Radiography, Mass General Brigham