人工智能的进步用于诊断和管理前段疾病
Kai Jin1,2, Andrzej Grzybowski3,4
1Zhejiang University, Eye Center of Second Affiliated Hospital, School of Medicine.
Current opinion in ophthalmology
|April 25, 2025
概括
人工智能 (AI) 正在通过提高眼部疾病的诊断和管理来彻底改变前段眼科. 人工智能提高了准确性,预测了结果,并个性化了护理,改变了患者的治疗.
科学领域:
- 眼科医生 眼科 眼科
- 医疗人工智能 医疗人工智能
背景情况:
- 人工智能 (AI) 在前段疾病诊断和管理中的整合正在迅速扩大.
- 人工智能显示出极大的潜力,可以彻底改变临床眼科实践.
研究的目的:
- 审查人工智能在前段眼科中的当前应用和未来潜力.
- 突出AI在提高诊断准确性和治疗规划方面的作用,用于各种眼部疾病.
主要方法:
- 审查当前的人工智能技术,包括机器学习和深度学习模型.
- 对人工智能在诊断和管理诸如角膜疾病,折射性手术,白内障,结膜疾病,气管瘤和干眼疾病等疾病中的应用进行分析.
- 检查AI分析大规模成像数据和临床信息的能力.
主要成果:
- 人工智能提高了前段疾病的诊断准确度.
- 人工智能模型可以预测治疗结果,并支持个性化患者护理.
- 人工智能应用是多样化的,涵盖从角膜疾病到眼睛干燥的各种情况.
结论:
- 不断发展的人工智能模型,包括大型和生成的人工智能,将进一步完善诊断和治疗计划.
- 人工智能在眼科的整合有望改善医疗保健结果和数据驱动的医疗实践.
- 持续的AI开发将导致更高效,更准确和更个性化的前部段眼睛护理.
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