VISUALIZATION OF LUNG USING 4D MAGNETIC RESONANCE IMAGING

被引:3
|
作者
Yang, Yuxin [1 ]
Tan, Cher Heng
Poh, Chueh Loo [1 ]
机构
[1] Nanyang Technol Univ, Sch Chem & Biomed Engn, Singapore, Singapore
关键词
D O I
10.3850/978-981-08-7615-9_BS08
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Respiratory parameters are important in numerous clinical applications. These applications include diagnosing and monitoring patients suffering from sleep apnea, and rehabilitation training for spinal cord injury patients with breathing difficulties. These parameters are commonly measured using spirometer. This method tends to be uncomfortable for patients being monitored for prolong period and can also be a source of infection. This paper presents the use of advanced imaging technique in a project to develop lung model that can be used in conjunction with a respiratory monitoring device to estimate respiratory parameters in a non invasive and contactless manner. The paper describes work involving the acquisition of 4D (3D + time) lung dataset using magnetic resonance imaging (MRI) and the development of image processing techniques to extract the lung structure using MR images. This is the first and necessary step to creating a lung model using medical images. MRI is used because it is able to produce high resolution images with excellent soft tissue contrast without the use of ionizing radiation, as compared to CT (computed tomography) which is more commonly used for lung imaging. Consequently, the use of MRI will enable the technique developed to be applicable to a wider group of patients, including young children. MRI allows the lung to be visualized in 3D and the changes in the lung volume to be studied over time. Preliminary results show that it is possible to acquire 4D thoracic MR images, to segment the images to reconstruct the lung into 3D models, and to calculate the changes in lung volume over time.
引用
收藏
页码:49 / 55
页数:7
相关论文
共 50 条
  • [21] Development and stability analysis of carpal kinematic metrics from 4D magnetic resonance imaging
    Sharafi, Azadeh
    Arpinar, Volkan E.
    Nencka, Andrew S.
    Koch, Kevin M.
    [J]. SKELETAL RADIOLOGY, 2024,
  • [22] 4D magnetic resonance flow imaging for estimating pulmonary vascular resistance in pulmonary hypertension
    Kheyfets, Vitaly O.
    Schafer, Michal
    Podgorski, Chris A.
    Schroeder, Joyce D.
    Browning, James
    Hertzberg, Jean
    Buckner, J. Kern
    Hunter, Kendal S.
    Shandas, Robin
    Fenster, Brett E.
    [J]. JOURNAL OF MAGNETIC RESONANCE IMAGING, 2016, 44 (04) : 914 - 922
  • [23] Evaluation of bicuspid aortic valve and aortic coarctation with 4D flow magnetic resonance imaging
    Hope, Michael D.
    Meadows, Alison K.
    Hope, Thomas A.
    Ordovas, Karen G.
    Reddy, Gautham P.
    Alley, Marcus T.
    Higgins, Charles B.
    [J]. CIRCULATION, 2008, 117 (21) : 2818 - 2819
  • [24] Feasibility of Wave Intensity Analysis from 4D Cardiovascular Magnetic Resonance Imaging Data
    Sophocleous, Froso
    Delchev, Kiril
    De Garate, Estefania
    Hamilton, Mark C. K.
    Caputo, Massimo
    Bucciarelli-Ducci, Chiara
    Biglino, Giovanni
    [J]. BIOENGINEERING-BASEL, 2023, 10 (06):
  • [25] 4D cardiac magnetic resonance imaging, 4D and 2D transthoracic echocardiography: a comparison of in-vivo assessment of ventricular function in rats
    Stegmann, Hedwig
    Baeuerle, Tobias
    Kienle, Katharina
    Dittrich, Sven
    Alkassar, Muhannad
    [J]. LABORATORY ANIMALS, 2019, 53 (02) : 169 - 179
  • [26] Comparison of 4D and 2D phase contrast magnetic resonance imaging of the great mediastinal vessels
    Uta Preim
    Franziska Hause
    Lukas Lehmkuhl
    Bernhard Preim
    Andreas Greiser
    Matthias Grothoff
    Matthias Gutberlet
    [J]. Journal of Cardiovascular Magnetic Resonance, 15 (Suppl 1)
  • [27] Magnetic resonance imaging in fetal anomalies: What does it add to 3D and 4D US?
    Behairy, Noha H.
    Talaat, Soha
    Saleem, Sahar N.
    Abd El-Raouf, Maged
    [J]. EUROPEAN JOURNAL OF RADIOLOGY, 2010, 74 (01) : 250 - 255
  • [28] T2-Weighted 4D Magnetic Resonance Imaging for Application in Magnetic Resonance-Guided Radiotherapy Treatment Planning
    Freedman, Joshua N.
    Collins, David J.
    Bainbridge, Hannah
    Rank, Christopher M.
    Nill, Simeon
    Kachelrie, Marc
    Oelfke, Uwe
    Leach, Martin O.
    Wetscherek, Andreas
    [J]. INVESTIGATIVE RADIOLOGY, 2017, 52 (10) : 563 - 573
  • [29] 4D imaging
    不详
    [J]. NATURE MATERIALS, 2009, 8 (01) : 5 - 5
  • [30] 4D imaging
    van Herk, M.
    [J]. RADIOTHERAPY AND ONCOLOGY, 2006, 81 : S174 - S174