共 35 条
Improving abdomen tumor low-dose CT images using a fast dictionary learning based processing
被引:203
作者:

Chen, Yang
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机构:
Southeast Univ, Lab Image Sci & Technol, Nanjing 210096, Jiangsu, Peoples R China
Ctr Rech Informat Biomed Sinofrancais LIA CRIBs, Rennes, France
Univ Rennes 1, LTSI, F-35042 Rennes, France
INSERM, U1099, F-35042 Rennes, France Southeast Univ, Lab Image Sci & Technol, Nanjing 210096, Jiangsu, Peoples R China

Yin, Xindao
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h-index: 0
机构:
Nanjing Med Univ, Nanjing Hosp, Dept Radiol, Nanjing 210096, Peoples R China Southeast Univ, Lab Image Sci & Technol, Nanjing 210096, Jiangsu, Peoples R China

Shi, Luyao
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Southeast Univ, Lab Image Sci & Technol, Nanjing 210096, Jiangsu, Peoples R China
Ctr Rech Informat Biomed Sinofrancais LIA CRIBs, Rennes, France Southeast Univ, Lab Image Sci & Technol, Nanjing 210096, Jiangsu, Peoples R China

Shu, Huazhong
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Southeast Univ, Lab Image Sci & Technol, Nanjing 210096, Jiangsu, Peoples R China
Ctr Rech Informat Biomed Sinofrancais LIA CRIBs, Rennes, France Southeast Univ, Lab Image Sci & Technol, Nanjing 210096, Jiangsu, Peoples R China

Luo, Limin
论文数: 0 引用数: 0
h-index: 0
机构:
Southeast Univ, Lab Image Sci & Technol, Nanjing 210096, Jiangsu, Peoples R China
Ctr Rech Informat Biomed Sinofrancais LIA CRIBs, Rennes, France Southeast Univ, Lab Image Sci & Technol, Nanjing 210096, Jiangsu, Peoples R China

Coatrieux, Jean-Louis
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h-index: 0
机构:
Southeast Univ, Lab Image Sci & Technol, Nanjing 210096, Jiangsu, Peoples R China
Ctr Rech Informat Biomed Sinofrancais LIA CRIBs, Rennes, France
Univ Rennes 1, LTSI, F-35042 Rennes, France
INSERM, U1099, F-35042 Rennes, France Southeast Univ, Lab Image Sci & Technol, Nanjing 210096, Jiangsu, Peoples R China

Toumoulin, Christine
论文数: 0 引用数: 0
h-index: 0
机构:
Ctr Rech Informat Biomed Sinofrancais LIA CRIBs, Rennes, France
Univ Rennes 1, LTSI, F-35042 Rennes, France
INSERM, U1099, F-35042 Rennes, France Southeast Univ, Lab Image Sci & Technol, Nanjing 210096, Jiangsu, Peoples R China
机构:
[1] Southeast Univ, Lab Image Sci & Technol, Nanjing 210096, Jiangsu, Peoples R China
[2] Ctr Rech Informat Biomed Sinofrancais LIA CRIBs, Rennes, France
[3] Univ Rennes 1, LTSI, F-35042 Rennes, France
[4] INSERM, U1099, F-35042 Rennes, France
[5] Nanjing Med Univ, Nanjing Hosp, Dept Radiol, Nanjing 210096, Peoples R China
关键词:
COMPUTED-TOMOGRAPHY;
ABDOMINAL CT;
ITERATIVE RECONSTRUCTION;
NOISE-REDUCTION;
IMPROVEMENT;
SPARSE;
REPRESENTATIONS;
QUALITY;
LESIONS;
D O I:
10.1088/0031-9155/58/16/5803
中图分类号:
R318 [生物医学工程];
学科分类号:
0831 ;
摘要:
In abdomen computed tomography (CT), repeated radiation exposures are often inevitable for cancer patients who receive surgery or radiotherapy guided by CT images. Low-dose scans should thus be considered in order to avoid the harm of accumulative x-ray radiation. This work is aimed at improving abdomen tumor CT images from low-dose scans by using a fast dictionary learning (DL) based processing. Stemming from sparse representation theory, the proposed patch-based DL approach allows effective suppression of both mottled noise and streak artifacts. The experiments carried out on clinical data show that the proposed method brings encouraging improvements in abdomen low-dose CT images with tumors.
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收藏
页码:5803 / 5820
页数:18
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