An Optimized Image Matching Method for Determining In-Vivo TKA Kinematics with a Dual-Orthogonal Fluoroscopic Imaging System

Author:

Bingham Jeffrey1,Li Guoan2

Affiliation:

1. Bioengineering Laboratory, Department of Orthopaedic Surgery, Massachusetts General Hospital/Harvard Medical School and Department of Mechanical Engineering, Massachusetts Institute of Technology, Boston, MA

2. Bioengineering Laboratory, Department of Orthopaedic Surgery, Massachusetts General Hospital/Harvard Medical School, Boston, MA

Abstract

This study presents an optimized matching algorithm for a dual-orthogonal fluoroscopic image system used to determine six degrees-of-freedom total knee arthroplasty (TKA) kinematics in-vivo. The algorithm was evaluated using controlled conditions and standard geometries. Results of the validation demonstrate the algorithm’s robustness and capability of realizing a pose from a variety of initial poses. Under idealized conditions, poses of a TKA system were recreated to within 0.02±0.01 mm and 0.02±0.03 deg for the femoral component and 0.07±0.09 mm and 0.16±0.18 deg for the tibial component. By employing a standardized geometry with spheres, the translational accuracy and repeatability under actual conditions was found to be 0.01±0.06 mm. Application of the optimized matching algorithm to a TKA patient showed that the pose of in-vivo TKA components can be repeatedly located, with standard deviations less than ±0.12 mm and ±0.12 deg for the femoral component and ±0.29 mm and ±0.25 deg for the tibial component. This methodology presents a useful tool that can be readily applied to the investigation of in-vivo motion of TKA kinematics.

Publisher

ASME International

Subject

Physiology (medical),Biomedical Engineering

Reference29 articles.

1. Accurate Measurement of Three-Dimensional Knee Replacement Kinematics Using Single-Plane Fluoroscopy;Banks;IEEE Trans. Biomed. Eng.

2. Investigation of In Vivo 6dof Total Knee Arthroplasty Kinematics Using a Dual Orthogonal Fluoroscopic System;Hanson;J. Orthop. Res.

3. Fluoroscopic Analysis of Kinematics After Posterior-Cruciate-Retaining Knee Arthroplasty;Stiehl;J. Bone Jt. Surg., Br. Vol.

4. Pose Estimation of Artificial Knee Implants in Fluoroscopy Images Using a Template Matching Technique;Hoff

5. In-Vivo Pose Estimation of Artificial Knee Implants Using Computer Vision;Walker

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