Evaluation of COPD's Diaphragm Motion Extracted from 4D-MRI

被引:1
|
作者
Swastika, Windra [1 ]
Masuda, Yoshitada [2 ]
Kawata, Naoko [2 ]
Matsumoto, Koji [2 ]
Suzuki, Toshio [2 ]
Iesato, Ken [2 ]
Tada, Yuji [2 ]
Sugiura, Toshihiko [2 ]
Tanabe, Nobuhiro [2 ]
Tatsumi, Koichiro [2 ]
Ohnishi, Takashi [3 ]
Haneishi, Hideaki [3 ]
机构
[1] Chiba Univ, Grad Sch Engn, Inage Ku, Chiba 2638522, Japan
[2] Chiba Univ Hosp, Chuo Ku, Chiba 2608670, Japan
[3] Ctr Frontier Med Engn, Yayoi, Chiba 2638522, Japan
来源
MEDICAL IMAGING 2015: IMAGE PROCESSING | 2015年 / 9413卷
关键词
4D-MRI; diaphragm motion; COPD; OBSTRUCTIVE PULMONARY-DISEASE; RESPIRATORY MOTION; EMPHYSEMA; MRI; NAVIGATOR; CT;
D O I
10.1117/12.2081090
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
We have developed a method called intersection profile method to construct a 4D-MRI (3D+time) from time-series of 2D-MRI. The basic idea is to find the best matching of the intersection profile from the time series of 2D-MRI in sagittal plane (navigator slice) and time series of 2D-MRI in coronal plane (data slice). In this study, we use 4D-MRI to semiautomatically extract the right diaphragm motion of 16 subjects (8 healthy subjects and 8 COPD patients). The diaphragm motion is then evaluated quantitatively by calculating the displacement of each subjects and normalized it. We also generate phase-length map to view and locate paradoxical motion of the COPD patients. The quantitative results of the normalized displacement shows that COPD patients tend to have smaller displacement compared to healthy subjects. The average normalized displacement of total 8 COPD patients is 9.4mm and the average of normalized displacement of 8 healthy volunteers is 15.3mm. The generated phase-length maps show that not all of the COPD patients have paradoxical motion, however if it has paradoxical motion, the phase-length map is able to locate where does it occur.
引用
收藏
页数:10
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