A non-invasive method for kinematic analysis of knee joints

Masuma Akter; Andrew Lambert; Mark Pickering; Jennie SCARVELL; Paul Smith

doi:10.1109/ISSPIT.2013.6781912

A non-invasive method for kinematic analysis of knee joints

Masuma Akter, Andrew Lambert, Mark Pickering, Jennie SCARVELL, Paul Smith

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

The most popular and accurate kinematic analysis methods for musculoskeletal injuries or diseases, prosthesis planning and design are invasive in nature. The invasive methods are harmful and painful for the patient and not practically feasible to use for pre-operation planning on healthy knees. This paper presents a novel non-invasive, accurate kinematic analysis approach for measuring the relative motion of knee joints. A multi-modal image registration algorithm is used which successfully registers 3D CT to 2D single-plane fluoroscopy data for large initial displacements between the images. The proposed algorithm utilizes a log-polar transforms (LPT) mapping for in-pane translations, rotation and out-of-plane translation, a conjugate directional search (CDS) for out-of-plane rotation, and a fast digitally reconstructed radiograph (DRR) generation method using partial volume interpolation. Experimental results show that the achieved accuracy for kinematic analysis is similar to the invasive Roentgen stereophotogrammetric analysis (RSA) method

Original language	English
Title of host publication	IEEE International Symposium on Signal Processing and Information Technology, IEEE ISSPIT 2013
Place of Publication	United States
Publisher	IEEE, Institute of Electrical and Electronics Engineers
Pages	386-391
Number of pages	6
ISBN (Electronic)	9781479947966
ISBN (Print)	9781479947959
DOIs	https://doi.org/10.1109/ISSPIT.2013.6781912
Publication status	Published - 2013
Externally published	Yes
Event	13th IEEE International Symposium on Signal Processing and Information Technology, IEEE ISSPIT 2013 - Athens, Athens, Greece Duration: 12 Dec 2013 → 15 Dec 2013

Conference

Conference	13th IEEE International Symposium on Signal Processing and Information Technology, IEEE ISSPIT 2013
Country/Territory	Greece
City	Athens
Period	12/12/13 → 15/12/13

Access to Document

10.1109/ISSPIT.2013.6781912

Cite this

@inproceedings{acad2e66f1404b2b84ff31e727b18929,

title = "A non-invasive method for kinematic analysis of knee joints",

abstract = "The most popular and accurate kinematic analysis methods for musculoskeletal injuries or diseases, prosthesis planning and design are invasive in nature. The invasive methods are harmful and painful for the patient and not practically feasible to use for pre-operation planning on healthy knees. This paper presents a novel non-invasive, accurate kinematic analysis approach for measuring the relative motion of knee joints. A multi-modal image registration algorithm is used which successfully registers 3D CT to 2D single-plane fluoroscopy data for large initial displacements between the images. The proposed algorithm utilizes a log-polar transforms (LPT) mapping for in-pane translations, rotation and out-of-plane translation, a conjugate directional search (CDS) for out-of-plane rotation, and a fast digitally reconstructed radiograph (DRR) generation method using partial volume interpolation. Experimental results show that the achieved accuracy for kinematic analysis is similar to the invasive Roentgen stereophotogrammetric analysis (RSA) method",

author = "Masuma Akter and Andrew Lambert and Mark Pickering and Jennie SCARVELL and Paul Smith",

year = "2013",

doi = "10.1109/ISSPIT.2013.6781912",

language = "English",

isbn = "9781479947959",

pages = "386--391",

booktitle = "IEEE International Symposium on Signal Processing and Information Technology, IEEE ISSPIT 2013",

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

address = "United States",

note = "13th IEEE International Symposium on Signal Processing and Information Technology, IEEE ISSPIT 2013 ; Conference date: 12-12-2013 Through 15-12-2013",

}

Akter, M, Lambert, A, Pickering, M, SCARVELL, J & Smith, P 2013, A non-invasive method for kinematic analysis of knee joints. in IEEE International Symposium on Signal Processing and Information Technology, IEEE ISSPIT 2013. IEEE, Institute of Electrical and Electronics Engineers, United States, pp. 386-391, 13th IEEE International Symposium on Signal Processing and Information Technology, IEEE ISSPIT 2013, Athens, Greece, 12/12/13. https://doi.org/10.1109/ISSPIT.2013.6781912

A non-invasive method for kinematic analysis of knee joints. / Akter, Masuma; Lambert, Andrew; Pickering, Mark et al.
IEEE International Symposium on Signal Processing and Information Technology, IEEE ISSPIT 2013. United States: IEEE, Institute of Electrical and Electronics Engineers, 2013. p. 386-391.

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

TY - GEN

T1 - A non-invasive method for kinematic analysis of knee joints

AU - Akter, Masuma

AU - Lambert, Andrew

AU - Pickering, Mark

AU - SCARVELL, Jennie

AU - Smith, Paul

PY - 2013

Y1 - 2013

N2 - The most popular and accurate kinematic analysis methods for musculoskeletal injuries or diseases, prosthesis planning and design are invasive in nature. The invasive methods are harmful and painful for the patient and not practically feasible to use for pre-operation planning on healthy knees. This paper presents a novel non-invasive, accurate kinematic analysis approach for measuring the relative motion of knee joints. A multi-modal image registration algorithm is used which successfully registers 3D CT to 2D single-plane fluoroscopy data for large initial displacements between the images. The proposed algorithm utilizes a log-polar transforms (LPT) mapping for in-pane translations, rotation and out-of-plane translation, a conjugate directional search (CDS) for out-of-plane rotation, and a fast digitally reconstructed radiograph (DRR) generation method using partial volume interpolation. Experimental results show that the achieved accuracy for kinematic analysis is similar to the invasive Roentgen stereophotogrammetric analysis (RSA) method

AB - The most popular and accurate kinematic analysis methods for musculoskeletal injuries or diseases, prosthesis planning and design are invasive in nature. The invasive methods are harmful and painful for the patient and not practically feasible to use for pre-operation planning on healthy knees. This paper presents a novel non-invasive, accurate kinematic analysis approach for measuring the relative motion of knee joints. A multi-modal image registration algorithm is used which successfully registers 3D CT to 2D single-plane fluoroscopy data for large initial displacements between the images. The proposed algorithm utilizes a log-polar transforms (LPT) mapping for in-pane translations, rotation and out-of-plane translation, a conjugate directional search (CDS) for out-of-plane rotation, and a fast digitally reconstructed radiograph (DRR) generation method using partial volume interpolation. Experimental results show that the achieved accuracy for kinematic analysis is similar to the invasive Roentgen stereophotogrammetric analysis (RSA) method

U2 - 10.1109/ISSPIT.2013.6781912

DO - 10.1109/ISSPIT.2013.6781912

M3 - Conference contribution

SN - 9781479947959

SP - 386

EP - 391

BT - IEEE International Symposium on Signal Processing and Information Technology, IEEE ISSPIT 2013

PB - IEEE, Institute of Electrical and Electronics Engineers

CY - United States

T2 - 13th IEEE International Symposium on Signal Processing and Information Technology, IEEE ISSPIT 2013

Y2 - 12 December 2013 through 15 December 2013

ER -

A non-invasive method for kinematic analysis of knee joints

Abstract

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