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GPT-4V(ision) Unsuitable for Clinical Care and Education: A Clinician-Evaluated Assessment
March 20, 2024, 4:45 a.m. | Senthujan Senkaiahliyan, Augustin Toma, Jun Ma, An-Wen Chan, Andrew Ha, Kevin R. An, Hrishikesh Suresh, Barry Rubin, Bo Wang
cs.CV updates on arXiv.org arxiv.org
Abstract: 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. …
abstract arxiv assessment board capabilities clinical clinician cs.cv diagnosis education general gpt gpt-4v however image imaging interpretation medical multimodal multimodal model openai physicians type
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