Use of ChatGPT Large Language Models to Extract Details of Recommendations for Additional Imaging From Free-Text Impressions of Radiology Reports
K Li, Ronilda Lacson, Jeffrey P. Guenette, Pamela J. DiPiro, Kristine S. Burk, Neena Kapoor, Fatima Salah, Ramin Khorasani
Abstract
BACKGROUND. Automated extraction of actionable details of recommendations for additional imaging (RAIs) from radiology reports could facilitate tracking and timely completion of clinically necessary RAIs and thereby potentially reduce diagnostic delays.
Topics & Concepts
MedicineMedical physicsRadiologyRadiology practices and educationArtificial Intelligence in Healthcare and EducationRadiomics and Machine Learning in Medical Imaging