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Evaluation of response variables in computer-simulated virtual cataract surgery

机译:计算机模拟虚拟白内障手术中响应变量的评估

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We have developed a virtual reality (VR) simulator for phacoemulsification (phaco) surgery. The current work aimed at evaluating the precision in the estimation of response variables identified for measurement of the performance of VR phaco surgery. We identified 31 response variables measuring; the overall procedure, the foot pedal technique, the phacoemulsification technique, erroneous manipulation, and damage to ocular structures. Totally, 8 medical or optometry students with a good knowledge of ocular anatomy and physiology but naive to cataract surgery performed three sessions each of VR Phaco surgery. For measurement, the surgical procedure was divided into a sculpting phase and an evacuation phase. The 31 response variables were measured for each phase in all three sessions. The variance components for individuals and iterations of sessions within individuals were estimated with an analysis of variance assuming a hierarchal model. The consequences of estimated variabilities for sample size requirements were determined. It was found that generally there was more variability for iterated sessions within individuals for measurements of the sculpting phase than for measurements of the evacuation phase. This resulted in larger required sample sizes for detection of difference between independent groups or change within group, for the sculpting phase as compared to for the evacuation phase. It is concluded that several of the identified response variables can be measured with sufficient precision for evaluation of VR phaco surgery.
机译:我们已经开发了一种用于Phacoemulsification(Phaco)手术的虚拟现实(VR)模拟器。目前旨在评估估计响应变量估算的精度,确定用于测量VR Phaco手术性能的响应变量。我们确定了31个响应变量测量;整体过程,脚踏技术,术沉默化技术,错误操纵和眼部结构损坏。完全,8名医疗或验光学生具有良好的眼部解剖学和生理学知识,但对白内障手术幼稚的手术幼虫进行三次会话。对于测量,外科手术分为雕刻阶段和疏散阶段。在所有三个会话中为每个阶段测量31个响应变量。估计了假设分层模型的方差分析,估计各个单位的方差分量和各个会话的迭代。确定了对样品大小要求的估计变形率的后果。结果发现,对于雕刻阶段的各个迭代会话,通常对雕刻阶段的测量比测量的测量有更多的变化。这导致较大的所需样本尺寸,用于检测独立组或在组内的变化之间的差异,与疏散阶段相比雕刻相位。得出结论,可以用足够的精度来测量几种鉴定的响应变量以评估VR Phaco手术。

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