Image Fusion and Three-dimensional Reconstruction of Computed Tomography Images and Magnetic Resonance Images
碩士 === 國立臺灣科技大學 === 材料科學與工程系 === 101 === With the development of digital medical images, after special analysis and appropriate processing of medical images based on computer technology, the specific tissues or foci can be reserved or highlighted. As a result, the doctors can make correct diagnosis...
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ndltd-TW-101NTUS55660622016-03-21T04:28:04Z http://ndltd.ncl.edu.tw/handle/04186780079921305392 Image Fusion and Three-dimensional Reconstruction of Computed Tomography Images and Magnetic Resonance Images 電腦斷層影像與核磁共振影像之影像融合與三維重建 Wei Chu 屈薇 碩士 國立臺灣科技大學 材料科學與工程系 101 With the development of digital medical images, after special analysis and appropriate processing of medical images based on computer technology, the specific tissues or foci can be reserved or highlighted. As a result, the doctors can make correct diagnosis and plan surgical approach before operation, and an image interface for surgical positioning is provided in operation. However, a single type of image cannot provide adequate information, thus it is important to fuse diversified medical images. This study processed two kinds of medical images with different characteristics of head, computed tomography and magnetic resonance images. First, the computed tomography was reconstructed by using Marching Cubes, and the magnetic resonance image was reconstructed by using magnetic resonance image. Afterwards, the Iterative Closest Point was used for image registration, and then the Mutual Information was used to fuse the two kinds of 3D images. The distances of axial slice, sagittal slice and coronal slice of the fused 3D image were measured by using simulation software, so that the doctors could know the spatial location of foci accurately before operation. The proposed method can assist the doctors in pre-operational planning, thus increasing the success rate of operation. Chung-Feng Kuo 郭中豐 2013 學位論文 ; thesis 74 zh-TW |
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碩士 === 國立臺灣科技大學 === 材料科學與工程系 === 101 === With the development of digital medical images, after special analysis and appropriate processing of medical images based on computer technology, the specific tissues or foci can be reserved or highlighted. As a result, the doctors can make correct diagnosis and plan surgical approach before operation, and an image interface for surgical positioning is provided in operation. However, a single type of image cannot provide adequate information, thus it is important to fuse diversified medical images.
This study processed two kinds of medical images with different characteristics of head, computed tomography and magnetic resonance images. First, the computed tomography was reconstructed by using Marching Cubes, and the magnetic resonance image was reconstructed by using magnetic resonance image. Afterwards, the Iterative Closest Point was used for image registration, and then the Mutual Information was used to fuse the two kinds of 3D images. The distances of axial slice, sagittal slice and coronal slice of the fused 3D image were measured by using simulation software, so that the doctors could know the spatial location of foci accurately before operation. The proposed method can assist the doctors in pre-operational planning, thus increasing the success rate of operation.
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Chung-Feng Kuo |
author_facet |
Chung-Feng Kuo Wei Chu 屈薇 |
author |
Wei Chu 屈薇 |
spellingShingle |
Wei Chu 屈薇 Image Fusion and Three-dimensional Reconstruction of Computed Tomography Images and Magnetic Resonance Images |
author_sort |
Wei Chu |
title |
Image Fusion and Three-dimensional Reconstruction of Computed Tomography Images and Magnetic Resonance Images |
title_short |
Image Fusion and Three-dimensional Reconstruction of Computed Tomography Images and Magnetic Resonance Images |
title_full |
Image Fusion and Three-dimensional Reconstruction of Computed Tomography Images and Magnetic Resonance Images |
title_fullStr |
Image Fusion and Three-dimensional Reconstruction of Computed Tomography Images and Magnetic Resonance Images |
title_full_unstemmed |
Image Fusion and Three-dimensional Reconstruction of Computed Tomography Images and Magnetic Resonance Images |
title_sort |
image fusion and three-dimensional reconstruction of computed tomography images and magnetic resonance images |
publishDate |
2013 |
url |
http://ndltd.ncl.edu.tw/handle/04186780079921305392 |
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