GPT-4V(ision) Unsuitable for Clinical Care and Education: A Clinician-Evaluated Assessment
medRxiv (Cold Spring Harbor Laboratory)(2023)
摘要
OpenAI's large multimodal model, GPT-4V(ision), was recently developed for
general image interpretation. However, less is known about its capabilities
with medical image interpretation and diagnosis. Board-certified physicians and
senior residents assessed GPT-4V's proficiency across a range of medical
conditions using imaging modalities such as CT scans, MRIs, ECGs, and clinical
photographs. Although GPT-4V is able to identify and explain medical images,
its diagnostic accuracy and clinical decision-making abilities are poor, posing
risks to patient safety. Despite the potential that large language models may
have in enhancing medical education and delivery, the current limitations of
GPT-4V in interpreting medical images reinforces the importance of appropriate
caution when using it for clinical decision-making.
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