Surface mesh to voxel data registration for patient-specific anatomical modeling

被引:1
作者
de Oliveira, Julia E. E. [1 ]
Giessler, Paul [1 ]
Keszei, Andras [1 ]
Herrler, Andreas [2 ]
Deserno, Thomas M. [1 ]
机构
[1] Rhein Westfal TH Aachen, Dept Med Informat, Uniklin, Aachen, Germany
[2] Maastricht Univ, Dept Anat Embriol, FHML, NL-6200 MD Maastricht, Netherlands
来源
MEDICAL IMAGING 2016: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING | 2016年 / 9786卷
关键词
Virtual Physiological Human; Image Registration; Anatomical Modelling; Patient-Specific Models;
D O I
10.1117/12.2217491
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Virtual Physiological Human (VPH) models are frequently used for training, planning, and performing medical procedures. The Regional Anaesthesia Simulator and Assistant (RASimAs) project has the goal of increasing the application and effectiveness of regional anesthesia (RA) by combining a simulator of ultrasound-guided and electrical nerve-stimulated RA procedures and a subject-specific assistance system through an integration of image processing, physiological models, subject-specific data, and virtual reality. Individualized models enrich the virtual training tools for learning and improving regional anaesthesia (RA) skills. Therefore, we suggest patient-specific VPH models that are composed by registering the general mesh-based models with patient voxel data-based recordings. Specifically, the pelvis region has been focused for the support of the femoral nerve block. The processing pipeline is composed of different freely available toolboxes such as MatLab, the open Simulation framework (SOFA), and MeshLab. The approach of Gilles is applied for mesh-to-voxel registration. Personalized VPH models include anatomical as well as mechanical properties of the tissues. Two commercial VPH models (Zygote and Anatomium) were used together with 34 MRI data sets. Results are presented for the skin surface and pelvic bones. Future work will extend the registration procedure to cope with all model tissue (i.e., skin, muscle, bone, vessel, nerve, fascia) in a one-step procedure and extrapolating the personalized models to body regions actually being out of the captured field of view.
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页数:8
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共 15 条
  • [1] A procedure to estimate the origins and the insertions of the knee ligaments from computed tomography images
    Ascani, Daniele
    Mazza, Claudia
    De Lollis, Angelo
    Bernardoni, Massimiliano
    Viceconti, Marco
    [J]. JOURNAL OF BIOMECHANICS, 2015, 48 (02) : 233 - 237
  • [2] Casafranca JJ, 2015, P CEIG 2015 JUL 01 0, P29
  • [3] Combined MR imaging towards subject-specific knee contact analysis
    Chen, Bailiang
    Lambrou, Tryphon
    Offiah, Amaka
    Fry, Martin
    Todd-Pokropek, Andrew
    [J]. VISUAL COMPUTER, 2011, 27 (02) : 121 - 128
  • [4] Regional Anaesthesia Simulator and Assistant (RASimAs): Medical Image Processing Supporting Anaesthesiologists in Training and Performance of Local Blocks
    Deserno, Thomas M.
    de Oliveira, Julia E. E.
    Grottke, Oliver
    [J]. 2015 IEEE 28TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS (CBMS), 2015, : 348 - 351
  • [5] 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
  • [6] Gilles B, 2008, LECT NOTES COMPUT SC, V5242, P822, DOI 10.1007/978-3-540-85990-1_99
  • [7] User-interactive registration of bone with A-mode ultrasound
    Heger, S
    Portheine, F
    Ohnsorge, JAK
    Schkommodau, E
    Radermacher, K
    [J]. IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 2005, 24 (02): : 85 - 95
  • [8] Registering Preprocedure Volumetric Images With Intraprocedure 3-D Ultrasound Using an Ultrasound Imaging Model
    King, A. P.
    Rhode, K. S.
    Ma, Y.
    Yao, C.
    Jansen, C.
    Razavi, R.
    Penney, G. P.
    [J]. IEEE TRANSACTIONS ON MEDICAL IMAGING, 2010, 29 (03) : 924 - 937
  • [9] Meshless deformations based on shape matching
    Müller, M
    Heidelberger, B
    Teschner, M
    Gross, M
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2005, 24 (03): : 471 - 478
  • [10] Current progress in patient-specific modeling
    Neal, Maxwell Lewis
    Kerckhoffs, Roy
    [J]. BRIEFINGS IN BIOINFORMATICS, 2010, 11 (01) : 111 - 126