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前列腺活检的变形估计追踪。

Prostate biopsy tracking with deformation estimation.

机构信息

Université J. Fourier, TIMC Laboratory, CNRS, UMR 5525, Grenoble, France.

出版信息

Med Image Anal. 2012 Apr;16(3):562-76. doi: 10.1016/j.media.2011.01.008. Epub 2011 May 17.

DOI:10.1016/j.media.2011.01.008
PMID:21705263
Abstract

Transrectal biopsies under 2D ultrasound (US) control are the current clinical standard for prostate cancer diagnosis. The isoechogenic nature of prostate carcinoma makes it necessary to sample the gland systematically, resulting in a low sensitivity. Also, it is difficult for the clinician to follow the sampling protocol accurately under 2D US control and the exact anatomical location of the biopsy cores is unknown after the intervention. Tracking systems for prostate biopsies make it possible to generate biopsy distribution maps for intra- and post-interventional quality control and 3D visualisation of histological results for diagnosis and treatment planning. They can also guide the clinician toward non-ultrasound targets. In this paper, a volume-swept 3D US based tracking system for fast and accurate estimation of prostate tissue motion is proposed. The entirely image-based system solves the patient motion problem with an a priori model of rectal probe kinematics. Prostate deformations are estimated with elastic registration to maximize accuracy. The system is robust with only 17 registration failures out of 786 (2%) biopsy volumes acquired from 47 patients during biopsy sessions. Accuracy was evaluated to 0.76±0.52 mm using manually segmented fiducials on 687 registered volumes stemming from 40 patients. A clinical protocol for assisted biopsy acquisition was designed and implemented as a biopsy assistance system, which allows to overcome the draw-backs of the standard biopsy procedure.

摘要

经直肠超声(US)引导下的前列腺活检是目前诊断前列腺癌的临床标准。前列腺癌的等回声性质使得有必要对腺体进行系统采样,导致敏感性降低。此外,临床医生在 2D US 控制下很难准确遵循采样方案,并且在干预后无法确切知道活检芯的解剖位置。前列腺活检跟踪系统可用于生成活检分布图谱,以进行术中及术后质量控制,并可对组织学结果进行 3D 可视化,从而用于诊断和治疗计划。它们还可以引导临床医生针对非超声目标进行操作。本文提出了一种基于体积扫描的 3D US 跟踪系统,用于快速准确地估计前列腺组织运动。该完全基于图像的系统使用直肠探头运动的先验模型解决了患者运动问题。通过弹性配准来估计前列腺变形,以最大限度地提高准确性。该系统仅在 47 名患者的 786 个(2%)活检体积中出现 17 次配准失败,具有很强的鲁棒性。在 40 名患者的 687 个注册体积中,使用手动分割的基准点对 786 个注册体积进行了准确性评估,平均误差为 0.76±0.52mm。设计并实现了一个辅助活检采集的临床协议,作为活检辅助系统,可克服标准活检程序的缺点。

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