Suppr超能文献

用于高分辨率正电子发射乳腺摄影定位下靶向超声引导活检的机电一体化引导系统的开发。

Development of a mechatronic guidance system for targeted ultrasound-guided biopsy under high-resolution positron emission mammography localization.

作者信息

Park Claire Keun Sun, Bax Jeffrey Scott, Gardi Lori, Knull Eric, Fenster Aaron

机构信息

Department of Medical Biophysics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, N6A 3K7, Canada.

Imaging Research Laboratories, Robarts Research Institute, London, Ontario, N6A 5B7, Canada.

出版信息

Med Phys. 2021 Apr;48(4):1859-1873. doi: 10.1002/mp.14768. Epub 2021 Mar 2.

Abstract

PURPOSE

Image-guided needle biopsy of small, detectable lesions is crucial for early-stage diagnosis, treatment planning, and management of breast cancer. High-resolution positron emission mammography (PEM) is a dedicated functional imaging modality that can detect breast cancer independent of breast tissue density, but anatomical context and real-time needle visualization are not yet available to guide biopsy. We propose a mechatronic guidance system integrating an ultrasound (US)-guided core-needle biopsy (CNB) with high-resolution PEM localization to improve the spatial sampling of breast lesions. This paper presents the benchtop testing and phantom studies to evaluate the accuracy of the system and its constituent components for targeted PEM-US-guided biopsy under simulated high-resolution PEM localization.

METHODS

A mechatronic guidance system was developed to operate with the Radialis PEM system and a conventional US system. The system includes a user-operated guidance arm and end-effector biopsy device, integrating a US transducer and CNB gun, with its needle focused on a remote center of motion (RCM). Custom software modules were developed to track, display, and guide the end-effector biopsy device. Registration of the mechatronic guidance system to a simulated PEM detector plate was performed using a landmark-based method. Testing was performed with fiducials positioned in the peripheral and central regions of the simulated detector plate and registration error was quantified. Breast phantom experiments were performed under ideal detection and localization to evaluate for bias in the end-effector biopsy device. The accuracy of the complete mechatronic guidance system to perform targeted breast biopsy was assessed using breast phantoms with simulated lesions. Three-dimensional positioning error was quantified, and principal component analysis assessed for directional trends in 3D space within 95% prediction intervals. Targeted breast biopsies with test phantoms were performed and an overall in-plane needle targeting error was quantified.

RESULTS

The mean registration errors were 0.63 mm (N = 44) and 0.73 mm (N = 72) in the peripheral and central regions of the simulated PEM detector plate, respectively. A 3D 95% prediction ellipsoid shows an error volume <2.0 mm in diameter, centered on the mean registration error. Under ideal detection and localization, targets <1.0 mm in diameter can be sampled with 95% confidence. The complete mechatronic guidance system was able to successfully spatially sample simulated breast lesions, 4 mm and 6 mm in diameter and height (N = 20) in known 3D positions in the PEM image coordinate space. The 3D positioning error was 0.85 mm (N = 20) with 0.64 mm in-plane and 0.44 mm cross-plane component errors. Targeted breast biopsies resulted in a mean in-plane needle targeting error of 1.08 mm (N = 15) allowing for targets 1.32 mm in radius to be sampled with 95% confidence.

CONCLUSIONS

We demonstrated the utility of our mechatronic guidance system for targeted breast biopsy under high-resolution PEM localization. Breast phantom studies showed the ability to accurately guide, position, and target breast lesions with the accuracy to spatially sample targets <3.0 mm in diameter with 95% confidence. Future work will integrate the developed system with the Radialis PEM system toward combined PEM-US-guided breast biopsy.

摘要

目的

对可检测到的小病灶进行图像引导下的针吸活检对于乳腺癌的早期诊断、治疗规划及管理至关重要。高分辨率正电子发射乳腺断层成像(PEM)是一种专门的功能成像模式,能够独立于乳腺组织密度检测乳腺癌,但目前尚无法提供解剖背景及实时针可视化来指导活检。我们提出一种机电一体化引导系统,将超声(US)引导的粗针活检(CNB)与高分辨率PEM定位相结合,以改善乳腺病灶的空间采样。本文介绍了在模拟高分辨率PEM定位下对该系统及其组成部件进行台式测试和体模研究,以评估其在靶向PEM-US引导活检中的准确性。

方法

开发了一种机电一体化引导系统,使其与Radialis PEM系统和传统US系统协同运行。该系统包括一个由用户操作的引导臂和末端执行器活检装置,集成了一个US换能器和CNB枪,其针聚焦于一个远程运动中心(RCM)。开发了定制软件模块来跟踪、显示和引导末端执行器活检装置。使用基于地标法将机电一体化引导系统与模拟PEM探测器板进行配准。在模拟探测器板的周边和中心区域放置基准标记进行测试,并对配准误差进行量化。在理想检测和定位条件下进行乳腺体模实验,以评估末端执行器活检装置的偏差。使用带有模拟病灶的乳腺体模评估完整机电一体化引导系统进行靶向乳腺活检的准确性。对三维定位误差进行量化,并通过主成分分析评估95%预测区间内三维空间的方向趋势。使用测试体模进行靶向乳腺活检,并对平面内针靶向的总体误差进行量化。

结果

在模拟PEM探测器板的周边和中心区域,平均配准误差分别为0.63毫米(N = 44)和0.73毫米(N = 72)。一个三维95%预测椭球体显示误差体积直径<2.0毫米,以平均配准误差为中心。在理想检测和定位条件下,直径<1.0毫米的目标能够以95%的置信度进行采样。完整的机电一体化引导系统能够成功地在PEM图像坐标空间中已知的三维位置对直径和高度均为4毫米及6毫米的模拟乳腺病灶进行空间采样。三维定位误差为0.85毫米(N = 20),平面内误差为0.64毫米,跨平面分量误差为0.44毫米。靶向乳腺活检导致平面内针靶向的平均误差为1.08毫米(N = 15),从而能够以95%的置信度对半径为1.32毫米的目标进行采样。

结论

我们证明了我们的机电一体化引导系统在高分辨率PEM定位下进行靶向乳腺活检的实用性。乳腺体模研究表明,该系统能够准确地引导、定位和靶向乳腺病灶,具有以95%的置信度对直径<3.0毫米的目标进行空间采样的准确性。未来的工作将把开发的系统与Radialis PEM系统集成,用于联合PEM-US引导的乳腺活检。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验