使用人工智能从自拍的药片图像中识别与脏相关的药物
Mohammad S Sheikh1, Benjamin Dreesman2, Erin F Barreto2
1Division of Nephrology and Hypertension, Department of Medicine, Mayo Clinic, Rochester, MN, USA.
Renal failure
|September 11, 2024
概括
聊天GPT-4从图像中准确识别出88%的常见脏病药物. 虽然它在一些印记中扎,但反改善了它的性能,显示了数字健康应用的潜力.
科学领域:
- 人工智能的人工智能
- 数字健康数字健康
- 腎臟病學 (nephrology) 是一種醫學專業.
背景情况:
- 像ChatGPT这样的大型语言模型展示了图像分析能力.
- 准确的药物鉴定在医疗保健中至关重要,特别是在科中.
研究的目的:
- 从用户提交的图像中评估ChatGPT-4在识别常见处方科药物的准确性.
- 评估ChatGPT-4在不同版本和测试日期的一致性.
主要方法:
- 使用iPhone 13 Pro Max拍摄了25种脏病药物.
- 图像被上传到ChatGPT-4以查询药物识别.
- 对药物名称,剂量和印记的准确性进行了评估,两周后重新测试.
主要成果:
- 在所有测试版本中,ChatGPT-4正确识别了88% (22/25) 的药物.
- 由于难以阅读药物印记 (例如,甲,尼菲迪平,螺旋乳) 而导致了错误的识别.
- 重复测试显示100%一致性,在对正确印记的反后,准确性得到改善.
结论:
- 聊天GPT-4显示出从图像中识别病药物的巨大潜力,有助于数字健康工具.
- 难以准确解释或类似的药物印记仍然存在挑战.
- 需要进一步开发以加强印记识别,并将这项技术整合到更广泛的数字健康平台中.
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