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Principal components of wrist circumduction from electromagnetic surgical tracking. | LitMetric

Principal components of wrist circumduction from electromagnetic surgical tracking.

Int J Comput Assist Radiol Surg

School of Computing, Department of Mechanical and Materials Engineering, Queen's University, Kingston, K7L 3N6, Canada.

Published: February 2017

AI Article Synopsis

  • - An electromagnetic surgical tracking system was used to analyze wrist circumduction in 20 subjects, examining differences in motion between genders and the direction (clockwise vs. counter-clockwise).
  • - The study involved decomposing motion data to identify a functional axis and used Principal Component Analysis (PCA) to summarize the findings; gender did not have significant effects on wrist motion.
  • - Results indicated that radial-ulnar deviation and flexion-extension motions could differentiate the sense of circumduction; no gender differences were found, and the research suggests that advanced methods like manifold analysis may better represent wrist motion patterns.

Article Abstract

Purpose: An electromagnetic (EM) surgical tracking system was used for a functionally calibrated kinematic analysis of wrist motion. Circumduction motions were tested for differences in subject gender and for differences in the sense of the circumduction as clockwise or counter-clockwise motion.

Methods: Twenty subjects were instrumented for EM tracking. Flexion-extension motion was used to identify the functional axis. Subjects performed unconstrained wrist circumduction in a clockwise and counter-clockwise sense. Data were decomposed into orthogonal flexion-extension motions and radial-ulnar deviation motions. PCA was used to concisely represent motions. Nonparametric Wilcoxon tests were used to distinguish the groups.

Results: Flexion-extension motions were projected onto a direction axis with a root-mean-square error of [Formula: see text]. Using the first three principal components, there was no statistically significant difference in gender (all [Formula: see text]). For motion sense, radial-ulnar deviation distinguished the sense of circumduction in the first principal component ([Formula: see text]) and in the third principal component ([Formula: see text]); flexion-extension distinguished the sense in the second principal component ([Formula: see text]).

Conclusion: The clockwise sense of circumduction could be distinguished by a multifactorial combination of components; there were no gender differences in this small population. These data constitute a baseline for normal wrist circumduction. The multifactorial PCA findings suggest that a higher-dimensional method, such as manifold analysis, may be a more concise way of representing circumduction in human joints.

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Source
http://dx.doi.org/10.1007/s11548-016-1460-xDOI Listing

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