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Phys Med Biol. 2015 Feb 7;60(3):947-60. doi: 10.1088/0031-9155/60/3/947. Epub 2015 Jan 9.

Characterization of 3D joint space morphology using an electrostatic model (with application to osteoarthritis).

Author information

1
Department of Biomedical Engineering, Johns Hopkins University, Baltimore MD, USA.

Abstract

Joint space morphology can be indicative of the risk, presence, progression, and/or treatment response of disease or trauma. We describe a novel methodology of characterizing joint space morphology in high-resolution 3D images (e.g. cone-beam CT (CBCT)) using a model based on elementary electrostatics that overcomes a variety of basic limitations of existing 2D and 3D methods. The method models each surface of a joint as a conductor at fixed electrostatic potential and characterizes the intra-articular space in terms of the electric field lines resulting from the solution of Gauss' Law and the Laplace equation. As a test case, the method was applied to discrimination of healthy and osteoarthritic subjects (N = 39) in 3D images of the knee acquired on an extremity CBCT system. The method demonstrated improved diagnostic performance (area under the receiver operating characteristic curve, AUC > 0.98) compared to simpler methods of quantitative measurement and qualitative image-based assessment by three expert musculoskeletal radiologists (AUC = 0.87, p-value = 0.007). The method is applicable to simple (e.g. the knee or elbow) or multi-axial joints (e.g. the wrist or ankle) and may provide a useful means of quantitatively assessing a variety of joint pathologies.

PMID:
25575100
PMCID:
PMC4539937
DOI:
10.1088/0031-9155/60/3/947
[Indexed for MEDLINE]
Free PMC Article

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