人工智能和大数据集成在前段成像中用于眼.
Sunee Chansangpetch1,2, Mantapond Ittarat3, Wisit Cheungpasitporn4
1Department of Ophthalmology, Faculty of Medicine, Chulalongkorn University and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok.
Taiwan journal of ophthalmology
|October 21, 2024
概括
人工智能 (AI) 和大数据正在彻底改变对玻璃眼前段 (AS) 的成像. 这些技术增强了诊断,自动化分析和个性化治疗,以获得更好的患者结果.
科学领域:
- 眼科医生 眼科 眼科
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 前段 (AS) 成像对于青光眼的诊断和管理至关重要.
- 传统方法在分析复杂的成像数据方面面临挑战.
研究的目的:
- 探索AI和大数据在AS成像中对玻璃眼的整合.
- 审查当前在该领域的AI进步和大数据应用.
主要方法:
- 对AS成像技术的审查 (OCT,超声波生物显微镜,阴影摄影).
- 分析图像分析中的AI进步 (机器学习,深度学习).
- 讨论大数据集成,以加强决策.
主要成果:
- 人工智能和大数据显著提高AS图像分析和自动化在眼病护理.
- 这些技术为个性化治疗策略提供了潜力.
- 目前的证据支持这些工具的临床应用和性能.
结论:
- 在AS成像中,人工智能和大数据的整合代表了对玻璃眼的变革性方法.
- 应对数据标准化挑战是未来进步的关键.
- 合作和技术进步可以显著改善眼研究和患者护理.
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