整合人工智能在盲视管理:当前的研究格局和未来的方向
Dawen Wu1,2, Xi Huang1,3, Liang Chen1,2
1Department of Ophthalmology, West China Hospital, Sichuan University, Chengdu, China.
Experimental biology and medicine (Maywood, N.J.)
|December 10, 2024
概括
人工智能 (AI) 改善了对的管理,提高了诊断和手术规划. 未来的人工智能发展需要多样化的数据和集成的平台,以便更广泛地照顾患者.
科学领域:
- 眼科医生 眼科 眼科
- 人工智能的人工智能
- 医疗技术 医疗技术 医学技术
背景情况:
- 人工智能 (AI) 越来越多地被用于医疗保健.
- 偏的管理为人工智能驱动的改进提供了机会.
研究的目的:
- 审查人工智能对盲目症管理的影响.
- 确定眼科人工智能的当前挑战和未来方向.
主要方法:
- 关于人工智能在视中的应用的文献综述.
- 分析深度学习在诊断和手术规划中的作用.
主要成果:
- 人工智能,特别是深度学习,提高了的诊断准确性和外科手术结果.
- 当前的人工智能系统面临着数据多样性和单一来源依赖的挑战.
结论:
- 包容性人工智能系统对于公平的眼护理至关重要.
- 未来的研究应该集中在大型模型技术,多式联运数据集成和综合管理平台上,以满足各种患者需求.
相关概念视频
Angle Closure Glaucoma: Treatment
436
Angle-closure glaucoma, or closed-angle glaucoma, is an eye condition where the iris bulges out and blocks the iridocorneal angle, resulting in a buildup of aqueous humor and increased intraocular pressure. Immediate medical attention is necessary due to the sudden onset of symptoms. The treatment for angle-closure glaucoma includes short-term and long-term approaches. Short-term treatment involves using eye drops like pilocarpine to lower intraocular pressure by increasing aqueous humor...
436
Open Angle Glaucoma: Treatment
391
In open-angle glaucoma, the iridocorneal angle remains open, but the trabecular meshwork becomes stiff, slowing down the outflow of aqueous humor. This causes a buildup of aqueous humor in the anterior chamber, leading to a sudden increase in intraocular pressure. The treatment for open-angle glaucoma focuses on reducing the elevated intraocular pressure by either decreasing the secretion of aqueous humor or increasing its outflow.
Drugs such as carbonic anhydrase inhibitors, α2- and...
Drugs such as carbonic anhydrase inhibitors, α2- and...
391


