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三维经直肠超声引导前列腺活检系统的图像配准精度。

Image registration accuracy of a 3-dimensional transrectal ultrasound-guided prostate biopsy system.

机构信息

Eigen Inc, 13366 Grass Valley Ave, Grass Valley, CA 95945 USA.

出版信息

J Ultrasound Med. 2009 Nov;28(11):1561-8. doi: 10.7863/jum.2009.28.11.1561.

Abstract

OBJECTIVE

For a follow-up prostate biopsy procedure, it is useful to know the previous biopsy locations in anatomic relation to the current transrectal ultrasound (TRUS) scan. The goal of this study was to validate the performance of a 3-dimensional TRUS-guided prostate biopsy system that can accurately relocate previous biopsy sites.

METHODS

To correlate biopsy locations from a sequence of visits by a patient, the prostate surface data obtained from a previous visit needs to be registered to the follow-up visits. Two interpolation methods, thin-plate spline (TPS) and elastic warping (EW), were tested for registration of the TRUS prostate image to follow-up scans. We validated our biopsy system using a custom-built phantom. Beads were embedded inside the phantom and were located in each TRUS scan. We recorded the locations of the beads before and after pressures were applied to the phantom and then compared them with computer-estimated positions to measure performance.

RESULTS

In our experiments, before system processing, the mean target registration error (TRE) +/- SD was 6.4 +/- 4.5 mm (range, 3-13 mm). After registration and TPS interpolation, the TRE was 5.0 +/- 1.03 mm (range, 2-8 mm). After registration and EW interpolation, the TRE was 2.7 +/- 0.99 mm (range, 1-4 mm). Elastic warping was significantly better than the TPS in most cases (P < .0011). For clinical applications, EW can be implemented on a graphics processing unit with an execution time of less than 2.5 seconds.

CONCLUSIONS

Elastic warping interpolation yields more accurate results than the TPS for registration of TRUS prostate images. Experimental results indicate potential for clinical application of this method.

摘要

目的

在进行后续前列腺活检时,了解当前经直肠超声(TRUS)扫描与先前活检位置的解剖关系很有用。本研究的目的是验证一种 3 维 TRUS 引导前列腺活检系统准确重新定位先前活检部位的性能。

方法

为了关联患者多次就诊的活检部位,需要将先前就诊获得的前列腺表面数据与后续就诊进行配准。我们测试了两种插值方法,薄板样条(TPS)和弹性变形(EW),用于将 TRUS 前列腺图像配准到后续扫描。我们使用定制的体模验证了我们的活检系统。在体模内部嵌入了珠子,并在每个 TRUS 扫描中定位。我们记录了在对体模施加压力前后珠子的位置,然后将其与计算机估计的位置进行比较,以测量性能。

结果

在我们的实验中,在系统处理之前,平均目标配准误差(TRE)+/-SD 为 6.4+/-4.5 毫米(范围,3-13 毫米)。注册和 TPS 插值后,TRE 为 5.0+/-1.03 毫米(范围,2-8 毫米)。注册和 EW 插值后,TRE 为 2.7+/-0.99 毫米(范围,1-4 毫米)。在大多数情况下,弹性变形比 TPS 要好(P<0.0011)。对于临床应用,EW 可以在图形处理单元上实现,执行时间小于 2.5 秒。

结论

与 TPS 相比,弹性变形插值在 TRUS 前列腺图像的配准中产生更准确的结果。实验结果表明,该方法具有临床应用的潜力。

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