评估ChatGPT在皮肤病学中的影响:全面的快速审查
Polat Goktas1, Andrzej Grzybowski2,3
1UCD School of Computer Science, University College Dublin, D04 V1W8 Dublin, Ireland.
Journal of clinical medicine
|October 16, 2024
概括
人工智能 (AI),特别是ChatGPT,在皮肤病学中显示出对患者教育和常见疾病的承诺. 然而,复杂诊断和道德考虑的挑战需要谨慎的整合,补充皮肤科医生的专业知识.
科学领域:
- 皮肤病学 皮肤病学
- 人工智能的人工智能
- 医疗信息学 医疗信息学
背景情况:
- 人工智能的快速整合,特别是像ChatGPT这样的大型语言模型 (LLM),正在改变皮肤病学.
- 虽然人工智能在患者教育,临床决策和远程皮肤学方面具有潜力,但它的伦理,临床和实际影响需要彻底调查.
研究的目的:
- 评估ChatGPT在皮肤病应用中的有效性,挑战和未来前景.
- 重点领域包括临床使用,患者互动和皮肤病学中的医学写作.
主要方法:
- 从2022年11月到2024年8月的ChatGPT和皮肤病学出版物的综合文献综述.
- 研究是根据临床应用的相关性,患者相互作用和伦理考虑来选择的.
主要成果:
- 聊天GPT在皮肤病学检查和回答患者对常见疾病的查询方面显示出潜力.
- 在诊断复杂病例 (例如皮肤瘤) 中存在局限性,对数据的准确性和完整性存在持续担忧.
- 关键的挑战包括数据隐私,算法偏见和需要透明的伦理准则.
结论:
- 聊天GPT可以提高皮肤病学实践,特别是在患者教育和远程皮肤病学.
- 谨慎的整合至关重要,解决伦理问题,确保人工智能补充,而不是取代皮肤科医生的专业知识.
- 未来的研究应该专注于提高诊断准确性,减轻偏差,并建立临床指南.
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