ITK-Based Implementation of Two-Projection 2D/3D Registration Method with an Application in Patient Setup for External Beam Radiotherapy

Wu, Jian1*
1.Virginia Commonwealth University
Abstract

Abstract

This document describes an ITK-based implementation of intensity-based 2D/3D rigid image registration for patient setup assessment in external beam radiotherapy. The registration framework was designed to simultaneously register two projection images to a 3D image volume. The projection geometry was set up to simulate the x-ray imaging system that attached to a medical linear accelerator for cancer treatment. The normalized correlation was used as the similarity measure and the Powell's optimizer was used as the optimization method. Siddon-Jacobs fast ray-tracing algorithm was implemented to compute projection images from a 3D image volume.

Keywords

2D/3D registrationray-tracing algorithmradiotherapypatient setup
Manuscript
Source Code and Data

Source Code and Data

2D3DTwoProjRegistration.cxx30.1 KBCMakeLists.txt3.7 KBCMakeTemplate.txt1.9 KBIJMacros.txt3.4 KBDicomSeriesReadNiftiImageWrite.cxx12.3 KBImageCompare.cxx8 KBTest commands.bat1 KBReadResampleWriteNifti.cxx4.3 KBimagesBoxheadCT.hdr352 BBoxheadCT.img10.8 MBBoxheadCTFull.hdr352 BBoxheadCTFull.img141.5 MBBoxheadDRRFullDev1_G0-Author.tif256.4 KBBoxheadDRRFullDev1_G0_Reg-Author.tif256.4 KBBoxheadDRRFullDev1_G90-Author.tif256.4 KBBoxheadDRRFullDev1_G90_Reg-Author.tif256.4 KBboxheadDRRDev1_G0-Author.tif64.3 KBboxheadDRRDev1_G0_Reg-Author.tif64.3 KBboxheadDRRDev1_G90-Author.tif64.3 KBboxheadDRRDev1_G90_Reg-Author.tif64.3 KBgetDRRSiddonJacobsRayTracing.cxx16.1 KBitkNormalizedCorrelationTwoImageToOneImageMetric.h5 KBitkNormalizedCorrelationTwoImageToOneImageMetric.txx7.5 KBitkSiddonJacobsRayCastInterpolateImageFunction.h7.4 KBitkSiddonJacobsRayCastInterpolateImageFunction.txx14.8 KBitkTwoImageToOneImageMetric.h10 KBitkTwoImageToOneImageMetric.txx6.4 KBitkTwoProjectionImageRegistrationMethod.h10.4 KBitkTwoProjectionImageRegistrationMethod.txx13.1 KB

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