Publication Details

Intensity-Based Nonoverlapping Area Registration Supporting "drop-Outs" in Terms of Model-Based Radiostereometric Analysis

KLÍMA, O.; NOVOBILSKÝ, P.; MADEJA, R.; BAŘINA, D.; CHROMÝ, A.; ŠPANĚL, M.; ZEMČÍK, P. Intensity-Based Nonoverlapping Area Registration Supporting "drop-Outs" in Terms of Model-Based Radiostereometric Analysis. multi science- Journal of Healthcare Engineering, 2018, vol. 2018, no. 1, p. 1-10. ISSN: 2040-2295.
Czech title
Intenzitní registrace založená na nepřekrývajících se oblastech podporující "nespolehlivé části" pro využití v oblasti modelové radiostereometrie
Type
journal article
Language
English
Authors
Klíma Ondřej, Ing., Ph.D. (DCGM)
Novobilský Petr
Madeja Roman
Bařina David, Ing., Ph.D. (DCGM)
Chromý Adam, Ing., Ph.D. (RG-3-02)
Španěl Michal, doc. Ing., Ph.D. (DCGM)
Zemčík Pavel, prof. Dr. Ing., dr. h. c. (DCGM)
Keywords

Radiostereometric analysis, implant migration, pose estimation,intesity-based registration, OpenGL acceleration

Abstract

A model-based radiostereometric analysis (MBRSA) is a method for precisemeasurement of prosthesis migration, which does not require marking the implantwith tantalum beads. Instead, the prosthesis pose is typically recoveredusing a feature-based 2D-3D registration of its virtual model into a stereo pairof radiographs. In this study, we evaluate a novel intensity-based formulation ofpreviously published non-overlapping area (NOA) approach. The registrationis capable to perform with both binary radiographic segmentations or non segmentedX-ray images. In contrast with the feature-based version, it is capableto deal with unreliable parts of prosthesis. As the straightforward formulationallows efficient acceleration using modern graphics adapters, it is possible toinvolve precise high-poly virtual models. Moreover, in case of binary segmentations,the non-overlapping area is simply interpretable, useful for indicating theaccuracy of the registration outcome. In silico and phantom evaluations wereperformed using a cementless Zweymüller femoral stem and its reverse engineered(RE) model. For initial pose estimates with difference from the ground-truth limited to 4 mm and 4° respectively, the mean absolute translationalerror was not higher than 0.042+-0.035 mm. The error in rotation around theproximodistal axis was 0.181+-0.265°, error for remaining axes was not higherthan 0.035+-0.037°.

Published
2018
Pages
1–10
Journal
multi science- Journal of Healthcare Engineering, vol. 2018, no. 1, ISSN 2040-2295
DOI
10.1155/2018/8538125
UT WoS
000432010200001
EID Scopus
2-s2.0-85048194889
BibTeX 
@article{BUT147195,
  author="Ondřej {Klíma} and Petr {Novobilský} and Roman {Madeja} and David {Bařina} and Adam {Chromý} and Michal {Španěl} and Pavel {Zemčík}",
  title="Intensity-Based Nonoverlapping Area Registration Supporting {"}drop-Outs{"} in Terms of Model-Based Radiostereometric Analysis",
  journal="multi science- Journal of Healthcare Engineering",
  year="2018",
  volume="2018",
  number="1",
  pages="1--10",
  doi="10.1155/2018/8538125",
  issn="2040-2295",
  url="https://www.fit.vut.cz/research/publication/11688/"
}
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