Preliminary assessment of automated radiology report generation with generative pre-trained transformers: comparing results to radiologist-generated reports

Abstract

Our preliminary study suggests that GPT-3.5 and GPT-4 have the possibility to generate radiology reports with high readability and reasonable image findings from very short keywords; however, concerns persist regarding the accuracy of impressions and differential diagnoses, thereby requiring verification by radiologists.