在快速发展的血液癌症领域中ChatGPT的作用
Tiffany Nong1, Sean Britton2, Viralkumar Bhanderi1,3
1Florida State University College of Medicine, Tallahassee, FL, USA.
Future science OA
|September 3, 2025
概括
这项研究评估了ChatGPT 3.5在回答有关血液恶性瘤的问题上的准确性. 虽然人工智能聊天机器人总体上很有用,但它在新的治疗方法和特定患者的细节方面遇到了困难,这表明癌症护理信息传递需要改进.
科学领域:
- 癌症学
- 人工智能
- 医疗信息学
背景情况:
- 患者越来越多地在网上寻找有关疾病和治疗的信息.
- 聊天机器人正在成为提供健康信息的潜在工具.
- 验证人工智能准确性对于将其纳入癌症治疗至关重要.
研究的目的:
- 评估 ChatGPT 3.5 的准确性和有用性,以了解患者的血液恶性瘤信息.
- 为了解AI在瘤患者支持中的作用和局限性做出贡献.
- 确定在癌症护理沟通中需要改进的聊天机器人领域.
主要方法:
- 在专家的意见下,制定了一套关于血液恶性瘤的精心策划的问题.
- 查询了ChatGPT 3. 5,并由血液瘤学医生评估了反应.
- 医生评价主要以准确性和患者的有用性为重点,使用1-5的利克尔特等级.
主要成果:
- 一般查询得分高于新疗法 (3.38).
- 没有一个问题得到超过4的分数,大多数答案被评为中性 (3.0-3.8).
- 在提供当前的具体信息方面,ChatGPT表现出局限性,特别是在急性髓性白血病和新疗法方面.
结论:
- 对于复杂的瘤查询,ChatGPT 3.5 在提供最新和具体信息方面存在缺陷.
- 人工智能的表现表明,由于依赖于静态数据集,这影响了它反映快速发展的医学知识的能力.
- 需要进一步开发以提高聊天机器人的准确性和对癌症患者和护理人员的有用性.
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