Use of GPT-4 to Diagnose Complex Clinical Cases
Alexander Viktor Eriksen, Sören Möller, Jesper Ryg
Abstract
We assessed the performance of the newly released AI GPT-4 in diagnosing complex medical case challenges and compared the success rate to that of medical-journal readers. GPT-4 correctly diagnosed 57% of cases, outperforming 99.98% of simulated human readers generated from online answers. We highlight the potential for AI to be a powerful supportive tool for diagnosis; however, further improvements, validation, and addressing of ethical considerations are needed before clinical implementation.
Topics & Concepts
Computer scienceMedical physicsMedicineArtificial Intelligence in Healthcare and EducationClinical Reasoning and Diagnostic SkillsRadiomics and Machine Learning in Medical Imaging