This Paper discusses the growing popularity of online medical diagnosis as an
alternative to traditional doctor visits. It highlights the limitations of
existing tools and emphasizes the advantages of using ChatGPT, which provides
real-time, personalized medical diagnosis at no cost. The paragraph summarizes
a research study that evaluated the performance of ChatGPT in Arabic medical
diagnosis. The study involved compiling a dataset of disease information and
generating multiple messages for each disease using different prompting
techniques. ChatGPT's performance was assessed by measuring the similarity
between its responses and the actual diseases. The results showed promising
performance, with average scores of around 76% for similarity measures. Various
prompting techniques were used, and chain prompting demonstrated a relative
advantage. The study also recorded an average response time of 6.12 seconds for
the ChatGPT API, which is considered acceptable but has room for improvement.
While ChatGPT cannot replace human doctors entirely, the findings suggest its
potential in emergency cases and addressing general medical inquiries. Overall,
the study highlights ChatGPT's viability as a valuable tool in the medical
field.

本论文讨论了在线医学诊断相对传统医生就诊日益普及的情况，强调了现有工具的局限性，并强调了 ChatGPT 的优势，该工具可以提供实时个性化的免费医学诊断。该研究总结了一个评估 ChatGPT 在阿拉伯医学诊断中性能的研究，该研究涉及编制一组疾病信息的数据集，并使用不同的提示技术为每种疾病生成多条消息。通过衡量 ChatGPT 的响应与实际疾病之间的相似度来评估其性能。结果显示出有希望的表现，相似度测量的平均分数约为 76％。采用了各种提示技术，其中链式提示显示出相对优势。该研究还记录了 ChatGPT API 的平均响应时间为 6.12 秒，虽然可以接受，但还有改进的空间。尽管 ChatGPT 不能完全取代人工医生，但研究结果表明其在紧急情况和解决一般医学咨询方面具有潜力。总体而言，该研究凸显了 ChatGPT 作为医学领域有价值工具的可行性。