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Time Regarded Method of 3D Ultrasound Reconstruction

机译:三维超声重建方法

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Ultrasound (US) examination is the most commonly used method for visualizing internal organs, and is usually used as a 2D visualisation method. Despite the fact that many ultrasound machines have '3D free hand' protocols or they are equipped with a volumetric US probe, 3D volumetric reconstruction is popular mainly in obstetrics. 3D reconstruction and visualization of abdominal organs is difficult for two reasons. First - abdominal organs are large and the entire organ cannot be shown at once, and second - organs are moving. In this paper, a new approach to freehand 3D ultrasound reconstruction and visualisation is presented. The main idea of this approach is to not use all recorded data in the same time, but dynamically change the reconstruction model. Besides, typical order of the algorithm steps was changed. In the first step the segmentation is performed and in the second step the volume reconstruction is done. Usefulness of this approach was tested on Z-shaped phantom images. The median of error (RMSE) for obtained models is less than 0.41 mm with respect to the reference models. For the same data set the median RMSE for the standard reconstruction method (excluded the impact of registration time) is about 0.71 mm.
机译:超声(美国)检查是可视化内部器官最常用的方法,通常用作2D可视化方法。尽管许多超声波机器具有“3D自由手”协议,或者它们配备有量的US探头,但3D容量重建主要是产科的。腹部器官的三维重建和可视化由于两个原因很难。第一 - 腹部器官很大,整个器官不能立即显示,第二器官正在移动。本文介绍了一种新方法,介绍了一种新的徒手3D超声重建和可视化方法。这种方法的主要思想是不同时使用所有录制的数据,而是动态地改变重建模型。此外,算法步骤的典型顺序已更改。在第一步中,执行分割并且在第二步骤中,完成卷重建。在Z形幻像图像上测试了这种方法的有用性。对于参考模型,所获得的模型的错误(RMSE)的中位数小于0.41mm。对于相同的数据集,标准重建方法的中位数RMSE(不包括注册时间的影响)约为0.71毫米。

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