Title :
Temporal subtraction method for abdominal contrast and non-contrast image based on image matching techniques
Author :
Minashima, Masashi ; Ogihara, Syouhei ; Kim, Hyoungseop ; Tan, Joo Kooi ; Ishikawa, Seiji ; Murakami, Seiichi ; Aoki, Takatoshi
Author_Institution :
Kyushu Inst. of Technol., Kitakyushu, Japan
Abstract :
Recently, the death rate due to the liver cancer rises remarkably. To reduce the rate, the early detection of the disease is important. To detect diseases in early stage which are concern cancer, image diagnosis such as CT image is used in medical fields. On the other hand, the burden to a radiologist becomes increase. Therefore, the development of a system reducing the burden of the radiologist is important. In order to diagnose abnormalities based on medical imaging there are some reports. But, there is no report which is concern with detecting abnormality on liver disease based on temporal subtraction technique for abdominal CT image. As one of the methods to analyze abnormalities on visual screening, temporal subtraction technique is useful. This technique subtracts past image to current one. To obtain the good performance based temporal subtraction technique, image registration is most important task. In this paper, we propose a registration method for liver CT image using voxel matching techniques. We describe our registration method from two CT image which obtained deference time series and shows experimental results with discussion.
Keywords :
cancer; image matching; image registration; liver; medical image processing; radiology; time series; CT image; abdominal contrast image; abnormality diagnosis; death rate; early disease detection; image diagnosis; image matching techniques; image registration; liver CT image; liver cancer; liver disease; medical fields; medical imaging; radiologist; temporal subtraction method; temporal subtraction technique; time series; visual screening; voxel matching techniques; Cancer; Computed tomography; Histograms; Liver; Medical diagnostic imaging; Subtraction techniques; Image Registration; Liver CT Imaging; Temporal Subtraction; Voxel Matching Technique;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2012 12th International Conference on
Conference_Location :
JeJu Island
Print_ISBN :
978-1-4673-2247-8