Testing the Ability and Limitations of ChatGPT to Generate Differential Diagnoses from Transcribed Radiologic Findings
Shawn Sun, Kenneth N. Huynh, Gillean Cortes, Robert Hill, Julia Tran, Leslie Yeh, Amanda L. Ngo, Roozbeh Houshyar, Vahid Yaghmai, Mark D. Tran
Abstract
ChatGPT (GPT-3.5 and GPT-4; OpenAI) produced accurate diagnoses from transcribed radiologic findings for a majority of cases; however, hallucinations and repeatability issues were present.
Topics & Concepts
MedicineMedical diagnosisMedical physicsDifferential (mechanical device)Differential diagnosisRadiologyPathologyAerospace engineeringEngineeringArtificial Intelligence in Healthcare and EducationClinical Reasoning and Diagnostic SkillsRadiology practices and education