分析ChatGPT在常见脊柱投诉的分组中的分析
Max Ward1, Apratim Maity1, Ethan D L Brown1
1Department of Neurological Surgery, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Lake Success, New York, USA.
聊天GPT (生成预训练变压器4) 可以在初级保健环境中准确地分类脊柱问题. 这种人工智能工具与人类临床医生相比,表现出非劣质的诊断能力,有助于医学决策.
科学领域:
- 人工智能在医学中的应用
- 自然语言处理应用程序
- 脊柱诊断 脊柱诊断 脊柱诊断 脊柱诊断 脊柱诊断
背景情况:
- 一个著名的NLP聊天机器人ChatGPT在医疗分拣中显示出潜力.
- 之前的研究强调了其在临床细节和检查方面的熟练程度.
- 在初级保健中,没有对其用于诊断脊柱疾病的先前评估.
研究的目的:
- 评估ChatGPT (GPT-4) 在初级和紧急护理中对脊椎病症的分类和诊断的疗效.
- 将GPT-4的诊断和管理建议与人类临床医生进行比较.
主要方法:
- 开发了15种常见脊髓病情的临床情景.
- GPT-4的任务是评估情景,提供诊断和推转诊.
- 将GPT-4的反应与主治医生和住院医生的反应进行了比较.
主要成果:
- 在所有场景中,GPT-4准确地确定了最有可能的诊断.
- 它的管理建议与标准实践指南保持一致.
- GPT-4的表现与人类受访者不逊色,略有,不显著的倾向于过度转移到ER.
结论:
- 聊天GPT (GPT-4) 是一个强大的工具,用于脊柱问题的初级分类.
- 人工智能证明了快速而准确的临床场景评估,具有清晰的诊断推理.
- 虽然没有获得FDA批准用于医疗用途,但人工智能聊天机器人有望在脊柱分拣中得到广泛采用,并接受进一步的培训.
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