一个基于新的DIAKID本体学和广泛的语义规则的药物处方建议系统
Kadime Göğebakan1, Ramazan Ulu2, Rahib Abiyev3
1Directorate of Information Technologies, Istanbul Technical University, North Cyprus via Mersin 10, Famagusta, Turkey.
Health information science and systems
|March 25, 2024
概括
这项研究介绍了DIAKID,它是针对2型糖尿病 (T2DM) 和慢性病 (CKD) 患者的基于本体学的系统. 它预测药物剂量并警告相互作用,改善这些生长条件的处方安全性.
科学领域:
- 医疗信息学 医疗信息学
- 计算生物学 计算生物学
- 药理学 药理学是指药理学的学科.
背景情况:
- 糖尿病和慢性病 (CKD) 正在迅速增加全球健康负担.
- 这两种疾病都是死亡的重要原因,DM和CKD的死亡人数大幅增加.
- 现有的计算系统缺乏对T2DM和CKD同时发生的综合治疗预测和信息分析.
研究的目的:
- 为患有2型糖尿病 (T2DM) 和CKD的患者开发一种基于本体学的辅助处方推系统.
- 将药物剂量预测,药物相互作用警告和提高的药物警报整合到一个统一的系统中.
- 解决计算解决方案的缺口,这些解决方案将信息分析和治疗预测相结合,用于这些并发性疾病.
主要方法:
- 开发一种新的药物相互作用模型和药物剂量本体学,称为DIAKID.
- 使用全面的语义网络规则语言 (SWRL) 规则来自动提取信息.
- 整合淋巴膜过率 (GFR) 值以个性化药物剂量和警告建议.
主要成果:
- 拟议的DIAKID系统有效地预测药物剂量,并识别药物相互作用和K-提高药物.
- 该系统基于T2DM和CKD患者特定的GFR值提供准确的警告.
- 取得了具有竞争力的结果,标志着第一个通过这种方法解决这些综合疾病的研究.
结论:
- 迪亚基德系统为T2DM和CKD患者的处方管理提供了一种新且有效的方法.
- 该系统通过提供关于药物相互作用和剂量的关键警告来增强临床决策.
- 这项工作代表了对管理复杂的并发病状况的计算支持的重大进展.
关键词:
慢性脏疾病 慢性脏疾病这就是DDDIs的意义.药物剂量 药物剂量电子健康记录电子健康记录在K-raising上医学 医学 医学 医学 医学存在论 (Ontology) 是一种存在论.这就是SWRL.2型糖尿病 糖尿病类型 2型糖尿病美国GFRGFR更多相关视频
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