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Performance evaluation of a medical robotic 3D-ultrasound imaging system.

机译:医疗机器人3D超声成像系统的性能评估。

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3D-ultrasound (US) imaging systems offer many advantages such as convenience, low operative costs and multiple scanning options. Most 3D-US freehand tracking systems are not optimally adapted for the quantification of lower limb arterial stenoses because their performance depends on the scanning length, on ferro-magnetic interferences or because they require a constant line of sight with the US probe. Robotic systems represent a promising alternative since they can control and standardize the 3D-US acquisition process for large scanning distances without requiring a specific line of sight. The performance of a new prototype medical robot, in terms of positioning and inter-target accuracies (i.e., difference between measurements and ground truth values) was evaluated with a lower-limb mimicking phantom throughout the robot workspace. The teach/replay repeatability (i.e., difference between taught and replayed points) was also assessed. A mean positioning accuracy between 0.46 mm and 0.75 mm was found onall scanning zones. The mean inter-target distance accuracy varied between 0.26 mm and 0.61 mm. Teach/replay repeatability below 0.20mm was also obtained. Additionally, a 3D reconstruction of in-vitro stenoses was performed with the robotic US scanner. The quantification error of a 80% area reduction (AR) stenosis was 3.0%, whereas it was -0.9% for a less severe 75% AR stenosis. Altogether, these results suggest that the robot may be of value for the clinical evaluation of lower limb vessels over long and tortuous segments starting from the iliac artery down to the popliteal artery below the knee.
机译:3D超声(US)成像系统具有许多优势,例如方便,较低的操作成本和多种扫描选项。大多数3D-US徒手跟踪系统并非最适合量化下肢动脉狭窄,因为它们的性能取决于扫描长度,铁磁干扰或因为它们需要与US探头保持一致的视线。机器人系统是一种有前途的替代方案,因为它们可以控制和标准化3D-US采集过程,以实现较大的扫描距离,而无需特定的视线。在整个机器人工作空间中,使用下肢模仿体模评估了新型原型医疗机器人在定位和目标间精度(即测量值与地面真实值之间的差异)方面的性能。还评估了示教/重播的可重复性(即示教点和重播点之间的差异)。在所有扫描区域上发现平均定位精度在0.46毫米至0.75毫米之间。平均目标间距离精度在0.26 mm和0.61 mm之间变化。示教/重放的重复性也低于0.20mm。另外,使用机器人US扫描仪进行了体外狭窄的3D重建。 80%面积缩小(AR)狭窄的量化误差为3.0%,而相对较轻的75%AR狭窄的量化误差为-0.9%。总而言之,这些结果表明该机器人对于从long动脉一直到膝盖以下的pop动脉的长而曲折的段段的下肢血管的临床评估可能具有重要的价值。

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