Diagnostic Analysis of Patients Qualified for Hip Replacement Using Multi-Criteria Methods: Clinical Decision Support System

L. Fabisiak, Karina Szczypor-Piasecka
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引用次数: 1

Abstract

Patients with advanced hip osteoarthritis are likely to suffer from biomechanical disorders. As many criteria inform how such patients are being qualified for alloplasty procedures, this article proposes a multi-criteria decisional framework in qualifying patients for treatment while undergoing diagnostic analysis for hip replacement surgery. In order to assess the patient's health condition, the competence of physicians and physiotherapists must first be checked. After creating the expert preference model and decision tree, the AHP method was applied followed by the Electre Tri method in the next stage of verification. Integrating these analytic procedures, a group of patients can be quickly evaluated and meaningfully profiled. Specifically, these patients can be classified in respect of their condition determined during hospitalisation as per the severity of degenerative disease and on the basis of their subjective feelings and diagnostics. The proposed methodology promises to allow optimal treatment to be assigned while enabling the appropriate classification and verification within group of patients targeted for hip replacement surgery.
应用多标准方法对符合髋关节置换术条件的患者进行诊断分析:临床决策支持系统
晚期髋关节骨关节炎患者可能会出现生物力学紊乱。由于许多标准告知这些患者如何有资格进行异体成形术,本文提出了一个多标准决策框架,以确定患者在接受髋关节置换术诊断分析时是否有资格接受治疗。为了评估病人的健康状况,必须首先检查医生和理疗师的能力。在建立专家偏好模型和决策树后,应用AHP法进行下一阶段的验证,然后采用Electre Tri法进行验证。整合这些分析程序,可以快速评估一组患者并对其进行有意义的分析。具体而言,可以根据住院期间确定的病情、退行性疾病的严重程度以及患者的主观感受和诊断结果对这些患者进行分类。所提出的方法承诺允许分配最佳治疗,同时在髋关节置换术患者组中进行适当的分类和验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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