Analysis of vertebrae segmentation methods in computed tomography images

被引:1
作者
Dzierzak, Roza [1 ]
Michalska, Magdalena [1 ]
Dassibekov, Khassen [2 ]
机构
[1] Lublin Univ Technol, 38 D Nadbystrzycka, PL-20618 Lublin, Poland
[2] Reg Clin Hosp Almaty, 83 Demchenko, Alma Ata 050019, Kazakhstan
来源
PHOTONICS APPLICATIONS IN ASTRONOMY, COMMUNICATIONS, INDUSTRY, AND HIGH-ENERGY PHYSICS EXPERIMENTS 2018 | 2018年 / 10808卷
关键词
segmentation; CT images; medical diagnosis; spine imaging; vertebrae segmentation;
D O I
10.1117/12.2501671
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
One of the main issues in imaging diagnostics is the precise determination of the area of interest (ROI). The processing of medical images makes it necessary to distinguish the tested object from the rest of the less important details of the image. In order to properly select the segmentation method, it is necessary to take into account the structure of the tissue and the type of image. The article presents selected segmentation methods implemented in Matlab and results obtained using clinical software. The resulting 2D images were used to create three-dimensional structures of vertebrae.
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页数:9
相关论文
共 23 条
  • [11] Level-set image processing methods in medical image segmentation
    Maciejewski, Marcin
    Surtel, Wojciech
    Maciejewska, Barbara
    Malecka-Massalska, Teresa
    [J]. BIO-ALGORITHMS AND MED-SYSTEMS, 2015, 11 (01) : 47 - 51
  • [12] Michopoulou S. K., 2009, IEEE T BIOMEDICAL EN, V56
  • [15] Orgiela M., 2008, MODERN COMPUTATIONAL
  • [16] Lumbar Spine Segmentation Using a Statistical Multi-Vertebrae Anatomical Shape plus Pose Model
    Rasoulian, Abtin
    Rohling, Robert
    Abolmaesumi, Purang
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2013, 32 (10) : 1890 - 1900
  • [17] Ruiz-España S, 2015, IEEE ENG MED BIO, P3049, DOI 10.1109/EMBC.2015.7319035
  • [18] Sasiadek M, 2010, POLISH NEUROLOGICAL, V5, P38
  • [19] Sasiadek M, 2009, POL J RADIOL, V74, P49
  • [20] Automated CT-based analysis to detect changes in the prevalence of lytic bone metastases from breast cancer
    Skrinskas, T.
    Clemons, M.
    Freedman, O.
    Weller, I.
    Whyne, C. M.
    [J]. CLINICAL & EXPERIMENTAL METASTASIS, 2009, 26 (02) : 97 - 103