Evaluating the Diagnostic Accuracy of ChatGPT-4 Omni and ChatGPT-4 Turbo in Identifying Melanoma: Comparative Study
Samantha Sattler, Nitin Chetla, Matthew Chen, Tamer Hage, Joseph Chang, William Guo, Jeremy Hugh
Abstract
Unlabelled: ChatGPT is increasingly used in healthcare. Fields like dermatology and radiology could benefit from ChatGPT's ability to help clinicians diagnose skin lesions. This study evaluates the accuracy of ChatGPT in diagnosing melanoma. Our analysis indicates that ChatGPT cannot be used reliably to diagnose melanoma, and further improvements are needed to reach this capability.
Topics & Concepts
PreprintMelanomaComputer scienceMedicineCancer researchWorld Wide WebAI in cancer detectionRadiomics and Machine Learning in Medical ImagingCutaneous Melanoma Detection and Management