关于2型糖尿病引起的眼部并发症以及眼和声的功能,研究进展顺利
Xiaohong Wang1, Jian Fang2, Lina Yang2
1Department of Operating Room, Xinchang County Peoples Hospital, Xinchang, 312500, Shaoxing City, Zhejiang, China.
Open life sciences
|February 1, 2024
概括
2型糖尿病 (T2DM) 可以导致严重的眼部并发症 (OCs),影响眼和眼功能. 深度学习 (DL) 对诊断糖尿病及其OC有前途,有助于预防和治疗.
科学领域:
- 眼科医生 眼科 眼科
- 内分泌学 在内分泌学.
- 人工智能的人工智能
背景情况:
- 2型糖尿病 (T2DM) 与许多眼部并发症 (OCs) 相关,包括视网膜病变,角膜病变,干眼病,青光眼和白内障.
- 这些OCs可以显著影响膜稳定性和状板功能,进一步损害眼睛的健康.
- 这些OCs的致病性涉及诸如高血糖,氧化应激,炎症和异常眼内压力等因素.
研究的目的:
- 审查对T2DM患者眼部并发症的研究.
- 分析OCs与撕裂/眼功能之间的关系.
- 探索深度学习 (DL) 在诊断糖尿病及其OCs中的应用.
主要方法:
- 关于常见糖尿病眼病病因和治疗的文献综述.
- 分析OCs和眼睛表面参数 (眼和眼功能) 之间的相互作用.
- 讨论眼科中DL的诊断能力.
主要成果:
- 糖尿病视网膜病变,角膜病变,干眼,青光眼和白内障与T2DM有共同的危险因素,包括高血糖症和氧化应激.
- 糖尿病的OCs会对和状功能产生负面影响,加剧视力障碍.
- 从图像数据中,DL模型在诊断糖尿病视网膜病变和其他眼睛疾病方面具有很高的准确性.
结论:
- 在T2DM的眼部并发症是多因素的,并与受损的眼和眼功能密切相关.
- 深度学习为早期和准确诊断糖尿病相关的眼睛疾病提供了宝贵的工具.
- 将DL纳入临床实践可以改善T2DM患者的OCs的管理和预防.
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