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眼镜塑料中的人工智能:一篇评论
Elana Meer1, Brandon Kao2, Natan Hekmatjah2
1Department of Ophthalmology, University of California, San Francisco, San Francisco, California.
Ophthalmic plastic and reconstructive surgery
|July 7, 2025
概括
人工智能 (AI) 在诊断和检测各种眼状况方面表现有前途,包括眼结和周期性癌症. 在数据隐私,伦理和人工智能算法的现实世界验证方面仍然存在挑战.
科学领域:
- 眼科医生 眼科 眼科
- 医疗人工智能 医疗人工智能
- 眼镜塑料是一种眼镜塑料.
背景情况:
- 人工智能 (AI) 越来越多地用于眼科疾病分析.
- 之前的AI应用专注于前部和后部细分的疾病.
- 人工智能在眼膜状况中的作用需要进一步研究.
研究的目的:
- 审查现有的关于人工智能在眼膜性疾病中的应用文献.
- 为了确定当前的人工智能用途和潜在的未来方向在oculoplastics.
主要方法:
- 在Pubmed和Embase上进行了全面的文献搜索.
- 关键词包括人工智能与各种眼术语相结合 (例如,ptosis,眼癌,甲状腺眼病).
- 人工智能大型语言模型被排除在审查之外.
主要成果:
- 该审查包括了关于眼和眉毛亡 (19),眼周和眼内癌症 (16),轨道创伤和瘤 (9),炎症/传染性轨道状况 (17),甲状腺眼病 (30) 的研究.
- 人工智能应用专注于诊断,严重程度评估和预测这些疾病的结果.
- 具体的AI用途包括诊断瘤,从图像中检测眼癌,以及监测甲状腺眼病.
结论:
- 人工智能展示了眼膜塑料的扩展潜力,特别是在诊断诸如瘤和眼癌等疾病方面.
- 人工智能也正在被用于轨道瘤,放射图像评估和甲状腺眼病管理.
- 显著的挑战包括数据隐私,道德问题,数据标准化以及对人工智能工具的持续临床验证的需求.
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