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REPEATABILITY ASSESSMENT AND SENSITIVITY ANALYSIS OF NEEDLE INSERTION PHYSICAL EXPERIMENT

机译:针插入物理实验的重复性评估和敏感性分析

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Needle insertion physical experiments are used as the ground truth for model validation and parameter estimation by measuring the needle defection and tissue deformation during the needle-tissue interactions. Hence parameter uncertainties can contribute experiment errors. To improve the repeatability and accuracy of such experiments, one-at-a-time(OAT) sensitivity analysis is used to study the impacts of the factors, such as stirring temperature, frozen time, thawing time during the process of making hydrogels as well as repeated path insertion and different puncture plane in the planer needle insertion experiments. The results show that the puncture plane has the greatest effect on the repeatability of needle insertion physic experiments, followed by repeated path insertion, while other factors have the least effect. The results serve to guide future experiment design for greater repeatability and accuracy.
机译:通过测量针头与组织之间的相互作用过程中的针头缺陷和组织变形,将针头插入物理实验用作模型验证和参数估计的基础。因此,参数不确定性可能会导致实验错误。为了提高此类实验的可重复性和准确性,使用一次(OAT)敏感性分析来研究水凝胶制备过程中搅拌温度,冷冻时间,解冻时间等因素的影响。作为重复的路径插入和不同的穿刺平面在平针插入实验中。结果表明,穿刺平面对针头物理实验的可重复性影响最大,其次是重复路径插入,而其他因素影响最小。结果有助于指导未来的实验设计,以提高重复性和准确性。

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