评估GPT-4o视觉识别药物的能力,并提供患者教育
Amjad H Bazzari1, Firas H Bazzari2
1Department of Basic Scientific Sciences, Faculty of Science, Applied Science Private University, Amman, 11931, Jordan. a_bazzari@asu.edu.jo.
Scientific reports
|November 5, 2024
概括
GPT-4o擅长从图片中识别药物,并提供准确的书面患者教育. 然而,其生成的视觉指令包含重大错误,对患者安全构成潜在风险.
科学领域:
- 医疗保健中的人工智能
- 医疗信息学 医疗信息学
- 药理学 药理学是指药理学的学科.
背景情况:
- 现有的研究探索AI聊天机器人寻找药物信息.
- 在GPT-4o中有一个新的视觉输入功能,需要对与药物相关的任务进行评估.
研究的目的:
- 评估GPT-4o从图像中视觉识别药物的能力.
- 通过书面和视觉输出评估GPT-4o提供的患者教育的准确性,精度和清晰度.
主要方法:
- 对GPT-4o对药物图像输入的反应的定性评估.
- 评价使用4点的利克特级别,以确定准确性,精度和清晰度.
- 使用20种不同的药物进行测试,包括模糊图像.
主要成果:
- GPT-4o从图像中准确地识别了所有20种药物,识别了活性成分,配方和剂量形式.
- 患者的书面教育非常准确 (85%),精确和清晰.
- 使用说明的视觉输出 (生成的图像) 有显著的错误 (16.7%),可能会造成损害或降低有效性.
结论:
- GPT-4o在视觉药物识别和书面患者教育方面表现出强大的能力.
- 在GPT-4o的书面和视觉患者教育输出之间,性能存在关键差异.
- 需要进一步开发以提高人工智能生成的视觉健康信息的准确性和安全性.
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