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    科学领域:

    • 整形医生生物机械学
    • 外科手术仪器仪表的使用.

    背景情况:

    • 最佳的骨螺丝拉紧对于固定强度和稳定性至关重要.
    • 过多或过少的扭矩可以导致植入物失败,并影响患者的治疗结果.
    • 现有的以模型为基础的系统,以获得最佳的插入扭矩,需要对组合功能进行验证.

    研究的目的:

    • 预处理数据以验证基于组合模型的系统,以确定最佳的骨螺丝插入扭矩.
    • 建立一个测试集成反向和前向建模步骤的基础.

    主要方法:

    • 基于特定记录的特征进行数据细分.
    • 在5种材料的50个螺丝插入数据集上测试数据预处理方法.
    • 使用基于模型的方法,涉及反向和前向建模步骤.

    主要成果:

    • 使用定义的参数成功对所有50个数据集进行细分.
    • 预处理方法证明了在各种材料类型中有效.
    • 这种细分构成了进一步数据处理和系统验证的基础.

    结论:

    • 开发的数据预处理步骤对于验证完整的扭矩限值确定系统至关重要.
    • 综合系统的成功验证有可能提高患者在骨科手术中的治疗结果.
    • 这项工作为评估在骨螺丝插入中自动扭矩控制的性能奠定了基础.