决策树分析是否能预测贝切特综合征患者口腔活动相关的因素?
Zehra Özge Çandereli1, Tuncay Arslan2, Özge Özdamar3
1Department of Health Management, Institute of Health Sciences, Marmara University, Istanbul, and Department of Health Management, Faculty of Economics and Administrative Sciences, Izmir Kâtip Celebi University, Izmir, Turkey.
这里是Behçet.
科学领域:
- 风湿病学和免疫学
- 皮肤病学 皮肤病学
- 口腔医学是指口腔医学.
背景情况:
- 贝切特综合征 (BS) 是一种多系统性炎症性疾病.
- 了解影响治疗方案的因素对于患者管理至关重要.
研究的目的:
- 研究 Behçet 综合征患者治疗策略和口腔活动之间的相互作用.
- 使用分类和回归树 (CART) 算法来识别关键预测因素.
主要方法:
- 一项涉及四个国家的979名贝希特综合征患者的横截面研究.
- 输入变量包括疾病活动,人口统计,生活方式和口腔卫生.
- 治疗方案 (免疫抑制与非免疫抑制) 是主要的结局.
主要成果:
- 不规则的刷牙习惯与粘膜皮肤和肌肉骨干扰患者更高的免疫抑制剂 (IS) 药物使用有关.
- 患有主要器官干扰和不规则刷牙的男性患者更有可能接受IS治疗.
结论:
- 不规则的口腔卫生与男性 Behçet 综合征患者的特殊治疗模式有关,这些患者有严重的疾病表现.
- 将改善的口腔卫生整合到患者赋权策略中可能会增强BS管理.
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