首页> 外文期刊>Medical Physics >A method for tumor dosimetry based on hybrid planar‐SPECT/CT images and semiautomatic segmentation
【24h】

A method for tumor dosimetry based on hybrid planar‐SPECT/CT images and semiautomatic segmentation

机译:一种基于混合平面 - SPECT / CT图像和半自动分割的肿瘤剂量法

获取原文
获取原文并翻译 | 示例
           

摘要

Purpose A hybrid planar‐SPECT/CT method for tumor dosimetry in 177 Lu‐DOTATATE therapy, applicable to datasets consisting of multiple conjugate‐view images and one SPECT/CT, is developed and evaluated. Methods The imaging protocol includes conjugate‐view imaging at 1, 24, 96, and 168 h post infusion (p.i.) and a SPECT/CT acquisition 24 h p.i. The dosimetry method uses the planar images to estimate the shape of the time–activity concentration curve, which is then rescaled to absolute units using the SPECT‐derived activity concentration. The resulting time‐integrated activity concentration coefficient (TIACC) is used to calculate the tumor‐absorbed dose. Semiautomatic segmentation techniques are applied for tumor delineation in both planar and SPECT images, where the planar image segmentation is accomplished using an active‐rays‐based technique. The selection of tumors is done by visual inspection of planar and SPECT images and applying a set of criteria concerning the tumor visibility and possible interference from superimposed activity uptakes in the planar images. Five different strategies for determining values from planar regions of interest (ROIs), based on entire or partial ROIs, and with and without background correction, are evaluated. Evaluation is performed against a SPECT/CT‐based method on data from six patients where sequential conjugate‐view and SPECT/CT imaging have been performed in parallel and against ground truths in Monte Carlo simulated images. The patient data are also used to evaluate the interoperator variability and to assess the validity of the developed criteria for tumor selection. Results For patient images, the hybrid method produces TIACCs that are on average 6% below those of the SPECT/CT only method, with standard deviations for the relative TIACC differences of 8%–11%. Simulations show that the hybrid and SPECT‐based methods estimate the TIACCs to within approximately 10% for tumors larger than around 10 ml, while for smaller tumors, all methods underestimate the TIACCs due to underestimations of the activity concentrations in the SPECT images. The planar image segmentation has a low operator dependence, with a median Dice similarity coefficient of 0.97 between operators. The adopted criteria for tumor selection manage to discriminate the tumors for which the absorbed‐dose deviations between the hybrid and SPECT methods are the highest. Conclusions The hybrid method is found suitable for studies of tumor‐absorbed doses in radionuclide therapy, provided that selection criteria regarding the visibility and overlapping activities in the planar images are applied.
机译:目的的混合平面SPECT / CT方法用于肿瘤剂量测定在177路-DOTATATE治疗,适用于由多个共轭视图图像和一个SPECT / CT,被开发和评估的数据集。方法的成像协议包括在1共轭视图成像,24,96,和168小时后输注(注射后)和SPECT / CT采集24小时注射后该剂量测定方法使用平面图像来估计时间 - 活性浓度曲线,然后将其重新缩放到使用SPECT衍生活性浓度绝对单位的形状。将得到的时间积分放射性浓度系数(TIACC)用于计算肿瘤吸收剂量。半自动分割技术适用于在两个平坦肿瘤​​划分和SPECT图像,其中,所述平面图像分割使用基于活性射线技术来完成。肿瘤的选择是由平面和SPECT图像和施加的关于在平面图像中的肿瘤的可见性和可能的​​干扰从叠加活动摄取标准的视觉检查来完成。从(投资回报)​​的感兴趣平面区域确定值五个不同的策略,基于全部或部分的ROI,以及具有和不具有背景校正,进行评价。评价是针对基于CT-SPECT /方法来进行,其中上连续共轭视和SPECT / CT成像已经在并行和针对在蒙特卡洛基础事实已经执行从六名患者数据模拟图像。患者数据也被用来评估操作符之间的可变性,并评估肿瘤选择制定的标准的有效性。结果对于患者的图像,所述混合方法产生是下面的那些SPECT / CT的唯一方法平均6%,其中标准偏差为8%-11%的相对TIACC差异TIACCs。仿真结果表明,混合动力和基于SPECT-方法估计TIACCs到大约10%之内肿瘤周围10毫升量比较大,而对于较小的肿瘤,所有的方法低估TIACCs由于在SPECT图像的放射性浓度的低估。平面图像分割具有低的操作员的依赖性,0.97运营商之间的中值骰子相似系数。对于肿瘤选择通过的标准管理区分的量,混合和SPECT方法之间的吸收剂量偏差是最高的肿瘤。结论混合方法被发现适合于肿瘤吸收剂量在放射性核素治疗的研究,提供了应用于对于可见性和重叠在平面图像的活动的选择标准。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号