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
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
相关论文
共 50 条
  • [1] Evaluation of outlier rejection in 4D-MRI for motion estimation of subsequent sessions
    Den Boer, D.
    Veldman, J.
    Bel, A.
    Van Kesteren, Z.
    RADIOTHERAPY AND ONCOLOGY, 2020, 152 : S953 - S954
  • [2] 4D-MRI Analysis of Pancreatic Tumor Motion
    Rochet, N.
    Timke, C.
    Roeder, F.
    Thieke, C.
    Pruem, H.
    Floca, R.
    Schlemmer, H. P.
    Debus, J.
    Huber, P.
    Dinkel, J.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2011, 81 (02): : S343 - S343
  • [3] 4D treatment planning using motion information from 4D-MRI
    Boye, D.
    Lomax, T.
    Knopf, A.
    STRAHLENTHERAPIE UND ONKOLOGIE, 2012, 188 (08) : 732 - 732
  • [4] Imaging Tumor Motion using 4D-MRI
    Cai, J.
    Chang, Z.
    Yin, F.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2011, 81 (02): : S122 - S123
  • [5] GND-PCA-Based Statistical Modeling of Diaphragm Motion Extracted from 4D MRI
    Swastika, Windra
    Masuda, Yoshitada
    Xu, Rui
    Kido, Shoji
    Chen, Yen-Wei
    Haneishi, Hideaki
    COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2013, 2013
  • [6] Assessment of 4D-MRI for Robust Motion and Volume Characterization
    Glide-Hurst, C.
    Kim, J.
    Hu, Y.
    Wen, N.
    Mutic, S.
    Chetty, I.
    MEDICAL PHYSICS, 2014, 41 (06) : 539 - 539
  • [7] Characterisation of Respiratory Motion Extracted from 4D MRI
    Abd Rahni, Ashrani Aizzuddin
    Lewis, Emma
    Wells, Kevin
    MEDICAL IMAGING 2013: IMAGE PROCESSING, 2013, 8669
  • [8] A retrospective 4D-MRI based on 2D diaphragm profiles for lung cancer patients
    Lee, Danny
    Kim, Siyong
    Palta, Jatinder
    Lewis, Benjamin
    Keall, Paul
    Kim, Taeho
    JOURNAL OF MEDICAL IMAGING AND RADIATION ONCOLOGY, 2019, 63 (03) : 360 - 369
  • [9] 4D-MRI analysis of lung tumor motion in patients with hemidiaphragmatic paralysis
    Dinkel, Julien
    Hintze, Christian
    Tetzlaff, Ralf
    Huber, Peter E.
    Herfarth, Klaus
    Debus, Juergen
    Kauczor, Hans U.
    Thieke, Christian
    RADIOTHERAPY AND ONCOLOGY, 2009, 91 (03) : 449 - 454
  • [10] Development of a 4D-MRI Technique for MRgRT
    Stanescu, T.
    Tadic, T.
    Moseley, D.
    Jaffray, D.
    MEDICAL PHYSICS, 2012, 39 (06) : 3921 - 3922