Quantification and 3D Visualization of Articular Cartilage of Knee Joint Using Image Processing Techniques

被引:1
|
作者
Mallikarjunaswamy, M. S. [1 ,2 ]
Holi, Mallikarjun S. [3 ]
Raman, Rajesh [4 ]
机构
[1] BIET, Dept Biomed Engn, Davangere 577004, India
[2] SJ Coll Engn, Dept Instrumentat Technol, Mysore 570006, Karnataka, India
[3] Visvesvaraya Technol Univ, Dept Elect & Instrumentat Engn, Univ BDT Coll Engn, Davangere 577004, India
[4] JSS Univ, JSS Med Coll, Dept Radiodiag, Mysore 570015, Karnataka, India
关键词
Cartilage volume; Interactive segmentation; 3D visualization; MRI; Osteoarthritis; MR-IMAGES; THICKNESS;
D O I
10.1007/978-81-322-2208-8_38
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The articular cartilage of knee joint plays an important role in smooth movement and lubrication of the joint. Osteoarthritis (OA) is a degenerative disease of the knee joint, commonly affecting the elderly around the world. Visualization and morphological analysis of cartilage plays an important role in the assessment of OA and rehabilitate the affected people. In the present work, thickness and volume of the cartilage was quantified using an edge detection based interactive segmentation method from knee joint magnetic resonance images (MRI) and the joint is visualized in 3D. Volume of interest (VOI) processing approach was used to reduce the number of voxels processed in 3D rendering of articular cartilage. The method reduces the processing time in comparison with manual and other semiautomatic methods. The agreement of thickness and volume measurements was assessed using Bland-Altman plots in comparison with manual method.
引用
收藏
页码:417 / 425
页数:9
相关论文
共 50 条
  • [41] Automated and optimal detection of 3D articular cartilage using undecimated wavelets in MRI
    Aarya, Isshaa
    Jiang, Danchi
    SIGNAL IMAGE AND VIDEO PROCESSING, 2015, 9 : 305 - 314
  • [42] Research advance of 3D printing for articular cartilage regeneration
    Tao, Haicheng
    Feng, Mingli
    Feng, Hui
    Ren, Hongchen
    REGENERATIVE MEDICINE, 2025, 20 (01) : 45 - 55
  • [43] Multiaxial 3D MRI of the Ankle Advanced High-Resolution Visualization of Ligaments, Tendons, and Articular Cartilage
    Fritz, Benjamin
    Netto, Cesar de Cesar
    Fritz, Jan
    CLINICS IN PODIATRIC MEDICINE AND SURGERY, 2024, 41 (04) : 685 - 706
  • [44] Automated and optimal detection of 3D articular cartilage using undecimated wavelets in MRI
    Isshaa Aarya
    Danchi Jiang
    Signal, Image and Video Processing, 2015, 9 : 305 - 314
  • [45] 3D Bioprinting Strategies for Articular Cartilage Tissue Engineering
    Park, Do Young
    Kim, Seon-Hwa
    Park, Sang-Hyug
    Jang, Ji Su
    Yoo, James J.
    Lee, Sang Jin
    ANNALS OF BIOMEDICAL ENGINEERING, 2024, 52 (07) : 1883 - 1893
  • [46] A novel 3d in vitro model of human articular cartilage
    Heil, A.
    Blain, E.
    Waddington, R.
    Archer, C.
    Aeschlimann, A.
    INTERNATIONAL JOURNAL OF EXPERIMENTAL PATHOLOGY, 2014, 95 (03) : A15 - A15
  • [47] Multiaxial 3D MRI of the Ankle Advanced High-Resolution Visualization of Ligaments, Tendons, and Articular Cartilage
    Fritz, Benjamin
    de Cesar Netto, Cesar
    Fritz, Jan
    FOOT AND ANKLE CLINICS, 2023, 28 (03) : 529 - 550
  • [48] Visualization of the Cosmic Rays Using 3D and Augmented Reality Techniques
    Ferro, Diego
    Flores, Julian
    Garzon, Juan A.
    PROCEEDINGS OF THE XX INTERNATIONAL CONFERENCE ON HUMAN-COMPUTER INTERACTION (INTERACCION'2019), 2019,
  • [49] Visualization Techniques for Data on 3D Grids
    Feibush, Eliot
    PRACTICE AND EXPERIENCE IN ADVANCED RESEARCH COMPUTING 2020, PEARC 2020, 2020, : 547 - 548
  • [50] Comparative Analysis of Image Processing Techniques for Enhanced MRI Image Quality: 3D Reconstruction and Segmentation Using 3D U-Net Architecture
    Lim, Chee Chin
    Ling, Apple Ho Wei
    Chong, Yen Fook
    Mashor, Mohd Yusoff
    Alshantti, Khalilalrahman
    Aziz, Mohd Ezane
    DIAGNOSTICS, 2023, 13 (14)