TLEM 2.0-A comprehensive musculoskeletal geometry dataset for subject-specific modeling of lower extremity

被引:139
作者
Carbone, V. [1 ]
Fluit, R. [1 ]
Pellikaan, P. [1 ]
van der Krogt, M. M. [1 ,2 ]
Janssen, D. [3 ]
Damsgaard, M. [4 ]
Vigneron, L. [5 ]
Feilkas, T. [6 ]
Koopman, H. F. J. M. [1 ]
Verdonschot, N. [1 ,3 ]
机构
[1] Univ Fwente, Fac Engn Technol, MIRA Inst, Lab Biomech Engn, NL-7500 AE Enschede, Netherlands
[2] Vrije Univ Amsterdam, Med Ctr, Res Inst MOVE, Dept Rehabil Med, Amsterdam, Netherlands
[3] Radboud Univ Nijmegen, Med Ctr, Orthopaed Res Lab, NL-6525 ED Nijmegen, Netherlands
[4] AnyBody Technol AS, Aalborg, Denmark
[5] Materialise NV, Leuven, Belgium
[6] Brainlab AG, Munich, Germany
关键词
Subject-specific modeling; Lower extremity; Musculoskeletal geometry; Medical Imaging; ANGLE RELATIONSHIP; INVERSE DYNAMICS; MUSCLE MODEL; LOWER-LIMB; GAIT; HIP; VARIABILITY; PREDICTION; KNEE; SENSITIVITY;
D O I
10.1016/j.jbiomech.2014.12.034
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
When analyzing complex biomechanical problems such as predicting the effects of orthopedic surgery, subject-specific musculoskeletal models are essential to achieve reliable predictions. The aim of this paper is to present the Twente Lower Extremity Model 2.0, a new comprehensive dataset of the musculoskeletal geometry of the lower extremity, which is based on medical imaging data and dissection performed on the right lower extremity of a fresh male cadaver. Bone, muscle and subcutaneous fat (including skin) volumes were segmented from computed tomography and magnetic resonance images scans. Inertial parameters were estimated from the image-based segmented volumes. A complete cadaver dissection was performed, in which bony landmarks, attachments sites and lines-of-action of 55 muscle actuators and 12 ligaments, bony wrapping surfaces, and joint geometry were measured. The obtained musculoskeletal geometry dataset was finally implemented in the AnyBody Modeling System (TM) (AnyBody Technology A/S, Aalborg, Denmark), resulting in a model consisting of 12 segments, 11 joints and 21 degrees of freedom, and including 166 muscle-tendon elements for each leg. The new TLEM 2.0 dataset was purposely built to be easily combined with novel image-based scaling techniques, such as bone surface morphing, muscle volume registration and muscle-tendon path identification, in order to obtain subject-specific musculoskeletal models in a quick and accurate way. The complete dataset, including CT and MRI scans and segmented volume and surfaces, is made available at http://www.utwente.nl/ctw/bw/research/projects/TLEMsafe for the biomechanical community, in order to accelerate the development and adoption of subject-specific models on large scale. TLEM 2.0 is freely shared for non-commercial use only, under acceptance of the TLEMsafe Research License Agreement. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:734 / 741
页数:8
相关论文
共 52 条
  • [1] A Model of the Lower Limb for Analysis of Human Movement
    Arnold, Edith M.
    Ward, Samuel R.
    Lieber, Richard L.
    Delp, Scott L.
    [J]. ANNALS OF BIOMEDICAL ENGINEERING, 2010, 38 (02) : 269 - 279
  • [2] Development of subject-specific and statistical shape models of the knee using an efficient segmentation and mesh-morphing approach
    Baldwin, Mark A.
    Langenderfer, Joseph E.
    Rullkoetter, Paul J.
    Laz, Peter J.
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2010, 97 (03) : 232 - 240
  • [3] A METHOD FOR REGISTRATION OF 3-D SHAPES
    BESL, PJ
    MCKAY, ND
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1992, 14 (02) : 239 - 256
  • [4] Image-based musculoskeletal modeling: Applications, advances, and future opportunities
    Blemker, Silvia S.
    Asakawa, Deanna S.
    Gold, Garry E.
    Delp, Scott L.
    [J]. JOURNAL OF MAGNETIC RESONANCE IMAGING, 2007, 25 (02) : 441 - 451
  • [5] Sensitivity of subject-specific models to errors in musculo-skeletal geometry
    Carbone, V.
    van der Krogt, M. M.
    Koopman, H. F. J. M.
    Verdonschot, N.
    [J]. JOURNAL OF BIOMECHANICS, 2012, 45 (14) : 2476 - 2480
  • [6] Carbone V., 2013, P ISB 2013 24 C INT
  • [7] PCA in studying coordination and variability: a tutorial
    Daffertshofer, A
    Lamoth, CJC
    Meijer, OG
    Beek, PJ
    [J]. CLINICAL BIOMECHANICS, 2004, 19 (04) : 415 - 428
  • [8] SUPERIOR DISPLACEMENT OF THE HIP IN TOTAL JOINT REPLACEMENT - EFFECTS OF PROSTHETIC NECK LENGTH, NECK-STEM ANGLE, AND ANTEVERSION ANGLE ON THE MOMENT-GENERATING CAPACITY OF THE MUSCLES
    DELP, SL
    KOMATTU, AV
    WIXSON, RL
    [J]. JOURNAL OF ORTHOPAEDIC RESEARCH, 1994, 12 (06) : 860 - 870
  • [9] AN INTERACTIVE GRAPHICS-BASED MODEL OF THE LOWER-EXTREMITY TO STUDY ORTHOPEDIC SURGICAL-PROCEDURES
    DELP, SL
    LOAN, JP
    HOY, MG
    ZAJAC, FE
    TOPP, EL
    ROSEN, JM
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1990, 37 (08) : 757 - 767
  • [10] Variability of femoral muscle attachments
    Duda, GN
    Brand, D
    Freitag, S
    Lierse, W
    Schneider, E
    [J]. JOURNAL OF BIOMECHANICS, 1996, 29 (09) : 1185 - 1190