人工智能和先进技术在眼中:一篇评论
Emanuele Tonti1, Sofia Tonti2, Flavia Mancini3
1UOC Ophthalmology, Sant'Eugenio Hospital, 00144 Rome, Italy.
Journal of personalized medicine
|October 25, 2024
概括
人工智能 (AI) 通过早期检测,诊断和治疗优化,增强了个性化的青光眼护理. 人工智能工具通过整合预测分析和实现远程监控来改善临床决策来改善患者的结果.
科学领域:
- 眼科医生 眼科 眼科
- 医疗信息学 医疗信息学
- 人工智能的人工智能
背景情况:
- 玻璃眼是全球不可逆转失明的主要原因,需要个性化管理.
- 人工智能 (AI) 为个性化的青光眼护理提供了变革性的潜力.
研究的目的:
- 审查人工智能在个性化绿眼病患者管理中的应用.
- 突出这一领域的进展,挑战和未来方向.
主要方法:
- 在PubMed,Scopus和Web of Science的系统文献搜索到2024年.
- 包括关于人工智能技术的研究,用于个性化眼病管理.
主要成果:
- 人工智能,特别是深度学习,可以从OCT和视觉现场测试中准确诊断青光眼.
- 人工智能风险分层工具可以个性化治疗,改善结果并最大限度地减少副作用.
- 人工智能驱动的远程眼科增强了远程监控和患者获得护理的机会.
结论:
- 人工智能在青光眼管理中的整合优化了临床决策和治疗疗效.
- 挑战包括数据异质性,模型解释性和监管问题.
- 未来的研究需要算法改进,临床验证和无集成到实践中.
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