A fuzzy approach to support a musculoskeletal disorders diagnosis

Domingos Vanderlei Filho, Marcos A. dos Santos, Teresa B Ludermir, M. Valença
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引用次数: 3

Abstract

Summary form only given. This work describes a fuzzy inference system to support a musculoskeletal disorders diagnosis. The musculoskeletal disorders refer to conditions that involve the nerves, tendons, muscles and supporting structures of the body. Nowadays, an increasing number of occupational injuries and illness are observed. The linguistic variables and rules of the systems were associated with disease symptoms and signals. To implement this system we incorporated the knowledge of a medical expert. We use some clinical cases to evaluate the performance of our fuzzy model. The fuzzy system used applies the Mamdani method (1975). The next step of our research is to fine tune our system based on the analysis of more input variables and to validate the model against a bigger population of patients with well-confirmed diagnostics.
支持肌肉骨骼疾病诊断的模糊方法
只提供摘要形式。这项工作描述了一个模糊推理系统,以支持肌肉骨骼疾病的诊断。肌肉骨骼疾病是指涉及身体的神经、肌腱、肌肉和支撑结构的疾病。如今,越来越多的职业伤害和疾病被观察到。系统的语言变量和规则与疾病症状和信号有关。为了实施这个系统,我们吸收了一位医学专家的知识。我们用一些临床病例来评价我们的模糊模型的性能。所使用的模糊系统采用Mamdani方法(1975)。我们研究的下一步是在分析更多输入变量的基础上微调我们的系统,并在更大的确诊患者群体中验证模型。
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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