针对癌症患者的ChatGPT生成放射学报告摘要的可行性和可接受性
Eric M Chung1,2, Samuel C Zhang1,2, Anthony T Nguyen1,2
1Department of Radiation Oncology, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
Digital health
|December 22, 2023
概括
人工智能 (AI) 可以总结前列腺癌患者的MRI报告,提高可读性. 医生反表明对事实正确性和理解的满意,但需要进一步研究以获得最佳的AI总结.
科学领域:
- 医疗成像医学成像
- 人工智能的人工智能
- 在瘤学瘤学.
背景情况:
- 患者可以直接访问放射学报告,通常包含复杂的医学术语.
- 了解这些报告对于患者参与和遵守治疗计划至关重要.
- 前列腺癌患者需要明确沟通关于他们的MRI发现.
研究的目的:
- 评估ChatGPT在生成前列腺癌MRI报告的患者友好的摘要方面的能力.
- 评估放射瘤学家对人工智能生成的总结报告的满意度.
- 确定AI总结对报告可读性和医生信任的影响.
主要方法:
- 聊天GPT被用来总结五个前列腺癌MRI报告.
- 使用弗莱什-金凯德等级水平 (FK) 评分来评估可读性.
- 放射性瘤学家通过匿名问卷和利克特尺度评估总结报告.
主要成果:
- 汇总报告显示,FK得分从9.6降至5.0显著下降,这表明可读性有所改善.
- 医生对总结报告的实际正确性 (4.0/5) 和理解性 (4.0/5) 进行了高度评价.
- 医生对潜在危害 (3.5/5) 和发送给患者的可能性 (3.1/5) 的满意度较低.
结论:
- 聊天GPT可以有效地将MRI报告总结到适合患者的阅读水平.
- 医生对人工智能总结报告的满意度中等,突出了改善信任和感知安全的领域.
- 进一步的研究对于完善放射学报告的AI总结和建立医生信心至关重要.
关键词:
人工智能的人工智能是人工智能.癌症 癌症 癌症 癌症 癌症数字健康数字健康疾病 疾病 疾病 疾病电子邮件 电子邮件 电子邮件 电子邮件总的来说,这是一个非常普遍的情况.医学 医学 医学 医学 医学瘤学 在瘤学方面.放射学 放射学是指放射学更多相关视频
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