语义网络本体学用于结构化知识表示和眼睛疾病的临床决策支持
Fatima Anjum1, Fahad Maqbool1, Muhammad Saad Razzaq1
1Department of Computer Science, University of Sargodha, Sargodha, Pakistan.
Scientific reports
|August 16, 2025
概括
一个新的眼病本体学 (EDO) 组织了常见的眼睛疾病,改善了研究人员和公众的数据分析. 这个结构化的知识资源旨在提高全球的眼科护理可访问性和管理.
科学领域:
- 眼科医生 眼科 眼科
- 医疗信息学 医疗信息学
- 知识表示 知识表示
背景情况:
- 全球有22亿人患有视力障碍,由于缺乏眼科护理,超过10亿例是可以避免的.
- 眼科由于眼病的复杂性而面临着重大知识组织挑战.
- 实体学提供结构化的域知识表示,增强数据的可查,可访问性,互操作性和可重复使用性.
研究的目的:
- 开发一个全面的眼病本体学 (EDO) 组织有关常见眼病的信息.
- 为公众和医疗专业人员创建一个资源,促进数据提取和分析.
- 改善眼科的临床诊断,研究,医学教育和患者护理.
主要方法:
- 在Protégé/OWL中使用NeOn技术开发了眼病本体学 (EDO).
- 有 566 个类, 16 个对象属性, 12 个数据属性和 119 个实例的结构化 EDO.
- 通过使用能力问题,SPARQL查询,Hermit Reasoner和OOPS Pitfalls Scanner验证了本体学.
主要成果:
- 眼部疾病本体学 (EDO) 系统地对常见的眼部疾病进行分类 (例如白内障,绿内障,AMD).
- EDO将疾病与症状,原因,危险因素,诊断和治疗联系起来.
- 创建了全面的文档,以促进EDO在未来应用中的再利用.
结论:
- 开发的眼病本体学 (EDO) 作为管理复杂的眼科信息的宝贵资源.
- EDO有可能在眼科护理领域显著推进临床诊断,研究和医学教育.
- 促进EDO的重复使用对于其对未来眼科应用和患者护理的影响至关重要.
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