从革命性的人工智能聊天机器人对口腔癌信息的评估
Ryan J Davis1, Oluwatobiloba Ayo-Ajibola1, Matthew E Lin1
1Keck School of Medicine of the University of Southern California, Los Angeles, California, USA.
The Laryngoscope
|November 20, 2023
概括
人工智能聊天机器人提供口腔癌信息,这些信息可能不准确且难以理解. 由于潜在的错误信息和可读性问题,患者应对人工智能产生的医疗建议保持谨慎.
科学领域:
- 在瘤学瘤学.
- 人工智能的人工智能
- 医疗信息学 医疗信息学
背景情况:
- 基于人工智能 (AI) 的聊天机器人是越来越受欢迎的医疗信息来源.
- 口腔癌患者可以使用这些工具来解决与健康有关的问题.
- 来自聊天机器人的信息没有经过专家审查,这引发了对准确性的担忧.
研究的目的:
- 评估人工智能聊天机器人对口腔癌产生的信息的准确性和全面性.
- 评估人工智能聊天机器人响应的可读性,以了解患者.
- 将人工智能生成的信息与医生验证的反应进行比较.
主要方法:
- 对ChatGPT版本3.5.5提出了15个口腔癌问题.
- 医生评价了医生回复的准确性,全面性和相似性.
- 使用Flesch阅读方便度和Flesch-Kincaid阅读等级水平尺度来评估可读性.
主要成果:
- 平均准确性 (3.88/5),全面性 (3.80/5) 和相似性 (3.67/5) 的得分均为中等.
- 治疗后的问题得分最高,诊断问题得分最低.
- 答案的可读性水平超过了11年级,超过了推的6年级水平.
结论:
- 人工智能聊天机器人关于口腔癌的信息可能缺乏教育价值,并可能误导患者.
- 人工智能生成的内容的可读性高于患者材料的推值.
- 口腔癌患者应该批判性地评估人工智能生成的医疗信息.
更多相关视频
08:08Detection and Isolation of Cancer in Prostate Biopsies Using Stimulated Raman Histology and Artificial Intelligence
Published on: June 10, 2025
59
04:09Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma
Published on: October 10, 2018
8.3K
相关概念视频
Cancer Survival Analysis
356
Cancer survival analysis focuses on quantifying and interpreting the time from a key starting point, such as diagnosis or the initiation of treatment, to a specific endpoint, such as remission or death. This analysis provides critical insights into treatment effectiveness and factors that influence patient outcomes, helping to shape clinical decisions and guide prognostic evaluations. A cornerstone of oncology research, survival analysis tackles the challenges of skewed, non-normally...
356
Combination Therapies and Personalized Medicine
4.9K
Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
4.9K
