Pose estimation of mobile-bearing total knee arthroplasty using X-ray fluoroscopic images and 3D knematic analysis

被引:0
|
作者
Yamazaki, Takaharu [1 ]
Futai, Kazuma [2 ]
Tomita, Tetsuya [2 ]
Sato, Yoshinobu [3 ]
Yoshikawa, Hideki [4 ]
Tamura, Shinichi [1 ]
Sugamoto, Kazuomi [2 ,5 ]
机构
[1] The Center for Advanced Medical Engineering and Informatics, Osaka University, Japan
[2] Division of Orthopaedic Biomaterial Science, Osaka University Graduate School of Medicine, Japan
[3] Department of Radiology, Osaka University Graduate School of Medicine, Japan
[4] Department of Orthopaedics, Osaka University Graduate School of Medicine, Japan
[5] NBL Research Laboratory, Japan
关键词
Orthopedics - Computer aided analysis - Computer aided design - Knee prostheses - Physiological models - Fluorescent screens - Implants (surgical) - Polyethylenes - Arthroplasty - Image registration - Image analysis;
D O I
暂无
中图分类号
学科分类号
摘要
To achieve 3D kinematic analysis of total knee arthroplasty (TKA), 2D 3D image registration techniques, which use X-ray fluoroscopic images and computer aided design (CAD) model of the knee implant, have attracted attention in recent years. These techniques could provide information regarding the movement of radiopaque femoral and tibial components but could not provide information of radiolucent polyethylene insert, because the insert silhouette on X-ray image did not appear clearly. Therefore, it was difficult to obtain 3D kinemaitcs of the polyethylene insert, particularly the mobile-bearing insert that move on the tibial component. This study presents a technique and the accuracy for 3D kinematic analysis of the mobile-bearing insert in TKA using X-ray fluoroscopy, and finally performs clinical applications. For a 3D pose estimation technique of the mobile-bearing insert in TKA using X-ray fluoroscopy, tantalum beads and CAD model with its beads are utilized, and the 3D pose of the insert model is estimated using a feature-based 2D 3D image registration technique. In order to validate the accuracy of the present technique, experiments including computer simulation test were performed. The results showed the pose estimation accuracy was sufficient for analyzing mobile-bearing TKA kinematics, and the estimation errors were within 1. 0 mm and 1. 0 degree except for translation parameter perpendicular to X-ray fluoroscopic images. In the clinical applications, seven patients with the mobile-bearing TKA in deep knee bending motion were studied and analyzed. Consequently, the present technique enables us to better understand mobile-bearing TKA kinematics, and this type of evaluation was thought to be helpful for improving implant design and optimizing TKA surgical techniques.
引用
收藏
页码:703 / 711
相关论文
共 50 条
  • [41] Automatic Pose Estimation Using Contour Information from X-Ray Images
    Soltow, Erik
    Rosenhahn, Bodo
    IMAGE AND VIDEO TECHNOLOGY - PSIVT 2015 WORKSHOPS, 2016, 9555 : 246 - 257
  • [42] Clinical outcomes and radiolucent line analysis in cementless mobile-bearing total knee arthroplasty: a prospective multicentre study in Japan
    Minoda, Yukihide
    Nakagawa, Shigeru
    Ueyama, Hideki
    Warashina, Hideki
    Kato, Michitaka
    Matsumoto, Tomoyuki
    Nozaki, Masahiro
    Kobayashi, Makoto
    Horikoshi, Yukie
    Yasuda, Junko
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [43] Visualization of femorotibial contact in total knee arthroplasty using X-ray fluoroscopy
    Yamazaki, T
    Watanabe, T
    Nakajima, Y
    Sugamoto, K
    Tomita, T
    Maeda, D
    Sahara, W
    Yoshikawa, H
    Tamura, S
    EUROPEAN JOURNAL OF RADIOLOGY, 2005, 53 (01) : 84 - 89
  • [44] 3D Pose and Curvature Estimation of Bendable Interventional Device using Single-view X-ray Image
    Lim, Sunghwan
    Ha, Junhyoung
    Lee, Deukhee
    42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, : 4732 - 4736
  • [45] Fully automated measurement of 3D knee kinematics after anterior cruciate ligament reconstruction using multidetector-row CT and X-ray fluoroscopic images
    Kubo, D.
    Kobashi, S.
    Okayama, A.
    Shibanuma, N.
    Yagi, M.
    Kondo, K.
    Yoshiya, S.
    Hata, Y.
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2006, 1 : 237 - 239
  • [46] Comparative analysis and validation of posterior cruciate ligament management in mobile-bearing total knee arthroplasty: Meta-analysis and animal study
    Zhang, Yuan-Shi
    Li, Hao-Yu
    Zhai, Lei
    Zheng, Gui-Zhou
    Xing, Hong-Bo
    Du, Shi-Xin
    Li, Xue-Dong
    JOURNAL OF ORTHOPAEDIC SURGERY, 2024, 32 (03)
  • [47] Mobile-bearing prosthesis suppresses the postoperative rotational mismatch and improves patient-reported outcome measurements better than fixed-bearing prosthesis: rotational analysis by 3D measurement in total knee arthroplasty
    Hideki Ueyama
    Yukihide Minoda
    Ryo Sugama
    Yoichi Ohta
    Susumu Takemura
    Hiroaki Nakamura
    Archives of Orthopaedic and Trauma Surgery, 2023, 143 : 6781 - 6790
  • [48] Matched comparison of kinematics in knees with mild and severe varus deformity using fixed- and mobile-bearing total knee arthroplasty
    Watanabe, Toshifumi
    Ishizuki, Masafumi
    Muneta, Takeshi
    Banks, Scott Arthur
    CLINICAL BIOMECHANICS, 2012, 27 (09) : 924 - 928
  • [49] Mobile-bearing prosthesis suppresses the postoperative rotational mismatch and improves patient-reported outcome measurements better than fixed-bearing prosthesis: rotational analysis by 3D measurement in total knee arthroplasty
    Ueyama, Hideki
    Minoda, Yukihide
    Sugama, Ryo
    Ohta, Yoichi
    Takemura, Susumu
    Nakamura, Hiroaki
    ARCHIVES OF ORTHOPAEDIC AND TRAUMA SURGERY, 2023, 143 (11) : 6781 - 6790
  • [50] Mobile robot control using 3D hand pose estimation
    Hoshino, Kiyoshi
    Kasahara, Takuya
    Igo, Naoki
    Tomida, Motomasa
    Tanimoto, Takanobu
    Mukai, Toshimitsu
    Brossard, Gilles
    Kotani, Hajime
    TENTH INTERNATIONAL CONFERENCE ON QUALITY CONTROL BY ARTIFICIAL VISION, 2011, 8000