Manual Segmentation of Individual Muscles of the Quadriceps Femoris Using MRI: A Reappraisal

被引:65
作者
Barnouin, Yoann [1 ]
Butler-Browne, Gillian [1 ]
Voit, Thomas [1 ]
Reversat, David [1 ]
Azzabou, Noura [1 ]
Leroux, Gaelle [1 ]
Behin, Anthony [1 ,2 ]
McPhee, Jamie S. [3 ]
Carlier, Pierre G. [1 ,4 ]
Hogrel, Jean-Yves [1 ]
机构
[1] GH Pitie Salpetriere, Inst Myol, UPMC UM 76, INSERM U 974,CNRS UMR 7215, F-75651 Paris 13, France
[2] GH Pitie Salpetriere, AP HP, Ctr Reference Pathol Neuromusculaire Paris Est, Inst Myol, F-75651 Paris 13, France
[3] Manchester Metropolitan Univ, Sch Healthcare Sci, Manchester M15 6BH, Lancs, England
[4] GH Pitie Salpetriere, CEA, I2BM, MIRCen,IdM NMR Lab, F-75651 Paris 13, France
关键词
nuclear magnetic resonance imaging; segmentation; reliability; anatomical cross-sectional area; quadriceps femoris; muscle volume; CROSS-SECTIONAL AREA; COMPUTED-TOMOGRAPHY; THIGH MUSCLE; VOLUME; YOUNG; MEN; OSTEOARTHRITIS; VARIABILITY; IMAGES; FAT;
D O I
10.1002/jmri.24370
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To propose a manual segmentation method for individual quadriceps femoris (QF) muscles and to test its reliability for muscle volume estimation. Materials and Methods: Images were acquired every 5 mm along the thigh using a 3T MRI scanner on 10 young (mean age: 25 years) and 10 older (mean age: 75 years) adults using a three-point 3D Dixon sequence. In each slice, anatomical cross-sectional areas of the individual quadriceps muscles of the dominant leg were outlined by two operators working independently. Differences between operators were assessed by means of Bland-Altman plots and intraclass correlation coefficients (ICC). This study was approved by the local Ethics Committee. Results: Precise delimitation of individual muscles along the femur often remains challenging, particularly near their insertion areas where some muscles may be partially or totally fused. There was, however, an excellent interoperator segmentation reliability despite a systematic significant difference between operators (ICC > 0.99), mainly due to delineation divergences. Considering all subjects and muscles, differences between operators were all lower than 4.4%. Conclusion: This work has demonstrated the excellent reliability of manual segmentation to assess cross-sectional areas and therefore the volume of individual QF muscles using MRI. It may serve as a basis for a future segmentation consensus of the QF muscles.
引用
收藏
页码:239 / 247
页数:9
相关论文
共 25 条
  • [1] Segmentation of fat and muscle from MR images of the thigh by a possibilistic clustering algorithm
    Barra, V
    Boire, JY
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2002, 68 (03) : 185 - 193
  • [2] Baudin PY, 2012, LECT NOTES COMPUT SC, V7510, P569, DOI 10.1007/978-3-642-33415-3_70
  • [3] Anatomical predictors of maximum isometric and concentric knee extensor moment
    Blazevich, Anthony J.
    Coleman, David R.
    Horne, Sara
    Cannavan, Dale
    [J]. EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY, 2009, 105 (06) : 869 - 878
  • [4] Automatic quantification of muscle volumes in magnetic resonance imaging scans of the lower extremities
    Brunner, Gerd
    Nambi, Vijay
    Yang, Eric
    Kumar, Anirudh
    Virani, Salim S.
    Kougias, Panagiotis
    Shah, Dipan
    Lumsden, Alan
    Ballantyne, Christie M.
    Morrisett, Joel D.
    [J]. MAGNETIC RESONANCE IMAGING, 2011, 29 (08) : 1065 - 1075
  • [5] Erskine RM, 2010, THESIS MANCHESTER ME
  • [6] Musculoskeletal MRI segmentation using multi-resolution simplex meshes with medial representations
    Gilles, Benjamin
    Magnenat-Thalmann, Nadia
    [J]. MEDICAL IMAGE ANALYSIS, 2010, 14 (03) : 291 - 302
  • [7] 3-POINT DIXON TECHNIQUE FOR TRUE WATER FAT DECOMPOSITION WITH BO INHOMOGENEITY CORRECTION
    GLOVER, GH
    SCHNEIDER, E
    [J]. MAGNETIC RESONANCE IN MEDICINE, 1991, 18 (02) : 371 - 383
  • [8] CROSS-SECTIONAL AREA OF THIGH MUSCLE IN MAN MEASURED BY COMPUTED TOMOGRAPHY
    HAGGMARK, T
    JANSSON, E
    SVANE, B
    [J]. SCANDINAVIAN JOURNAL OF CLINICAL & LABORATORY INVESTIGATION, 1978, 38 (04) : 355 - 360
  • [9] MRI-Based 3D Shape Analysis of Thigh Muscles: Patients with Chronic Obstructive Pulmonary Disease Versus Healthy Adults
    HajGhanbari, Bahareh
    Hamarneh, Ghassan
    Changizi, Neda
    Ward, Aaron D.
    Reid, W. Darlene
    [J]. ACADEMIC RADIOLOGY, 2011, 18 (02) : 155 - 166
  • [10] Quadriceps volumes are reduced in people with patellofemoral joint osteoarthritis
    Hart, H. F.
    Ackland, D. C.
    Pandy, M. G.
    Crossley, K. M.
    [J]. OSTEOARTHRITIS AND CARTILAGE, 2012, 20 (08) : 863 - 868