Knee implant loosening detection: a vibration analysis investigation
File(s)10.1007%2Fs10439-017-1941-2.pdf (2.29 MB)
Published version
Author(s)
Arami, Arash
Delaloye, Jean-Romain
Rouhani, Hossein
Jolles, Brigitte M
Aminian, Kamiar
Type
Journal Article
Abstract
Knee implant loosening is mainly caused by the weakness of the prosthesis-bone interface and is the main reason for surgical revisions. However, pre-operative diagnosis is difficult due to lack of accurate tests. In this study, we developed a vibration-based system to detect the loosening of the tibial implant of an instrumented knee prosthesis. The proposed system includes an instrumented vibrator for transcutaneous stimulation of the bone in a repeatable manner, and accelerometer sensors integrated into the implants to measure the propagated vibration. A coherence-based detection technique was proposed to distinguish the loosened implants from the secure ones. Fourteen ex vivo lower limbs were used, on which the knee prosthesis was implanted, and harmonic-forced vibration was applied on the tibia. The input–output coherence measure provided 92.26% accuracy, a high sensitivity (91.67%) and specificity (92.86%). This technique was benchmarked against power spectrum based analysis of the propagated vibration to the implant. In particular, loosening detection based on new peak appearance, peak shift, and peak flattening in power spectra showed inferior performance to the proposed coherence-based technique. As such, application of vibration on our instrumented knee prosthesis together with input–output coherence analysis enabled us to distinguish the secure from loose implants.
Date Issued
2017-10-24
Date Acceptance
2017-10-05
Citation
Annals of Biomedical Engineering, 2017, 46 (1), pp.97-107
ISSN
0090-6964
Publisher
Springer Verlag
Start Page
97
End Page
107
Journal / Book Title
Annals of Biomedical Engineering
Volume
46
Issue
1
Copyright Statement
© The Author(s) 2017. This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000419455700009&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Subjects
Science & Technology
Technology
Engineering, Biomedical
Engineering
Knee prosthesis
Implant loosening
Vibration analysis
Power spectrum density
Input-output coherence
STRUCTURAL DAMAGE
IN-VIVO
HIP
ARTHROPLASTY
PROSTHESIS
SYSTEM
REPLACEMENT
FREQUENCY
FORCE
IDENTIFICATION
Publication Status
Published