Integrating Text and Image Analysis: Exploring GPT-4V's Capabilities in Advanced Radiological Applications Across Subspecialties

J Med Internet Res. 2024 May 1:26:e54948. doi: 10.2196/54948.

Abstract

This study demonstrates that GPT-4V outperforms GPT-4 across radiology subspecialties in analyzing 207 cases with 1312 images from the Radiological Society of North America Case Collection.

Keywords: AI applications in medicine; ChatGPT; GPT-4; Generative Pre-Trained Transformer; artificial intelligence; clinical decision support systems; diagnostic radiology; generative AI; medical image analysis; multimodal large language models.

MeSH terms

  • Humans
  • Image Processing, Computer-Assisted / methods
  • Radiology* / methods
  • Radiology* / statistics & numerical data