Faculty of Information Technology, BUT

Publication Details

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

KLÍMA Ondřej, NOVOBILSKÝ Petr, MADEJA Roman, BAŘINA David, CHROMÝ Adam, ŠPANĚL Michal and ZEMČÍK Pavel. Intensity-based non overlapping area registration supporting "drop-outs" in terms of model-based radiostereometric analysis. Journal of Healthcare Engineering, vol. 2018, no. 1, pp. 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. (DCGM FIT BUT)
Novobilský Petr, Ing. (Fakultní nemocnice Ostrava)
Madeja Roman, MUDr., Ph.D. (Fakultní nemocnice Ostrava)
Bařina David, Ing., Ph.D. (DCGM FIT BUT)
Chromý Adam, Ing. (FEEC BUT)
Španěl Michal, Ing., Ph.D. (DCGM FIT BUT)
Zemčík Pavel, prof. Dr. Ing. (DCGM FIT BUT)
Keywords
Radiostereometric analysis, implant migration, pose estimation, intesity-based registration, OpenGL acceleration
Abstract
A model-based radiostereometric analysis (MBRSA) is a method for precise measurement of prosthesis migration, which does not require marking the implant with tantalum beads. Instead, the prosthesis pose is typically recovered using a feature-based 2D-3D registration of its virtual model into a stereo pair of radiographs. In this study, we evaluate a novel intensity-based formulation of previously published non-overlapping area (NOA) approach. The registration is capable to perform with both binary radiographic segmentations or non segmented X-ray images. In contrast with the feature-based version, it is capable to deal with unreliable parts of prosthesis. As the straightforward formulation allows efficient acceleration using modern graphics adapters, it is possible to involve precise high-poly virtual models. Moreover, in case of binary segmentations, the non-overlapping area is simply interpretable, useful for indicating the accuracy of the registration outcome. In silico and phantom evaluations were performed 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 translational error was not higher than 0.042+-0.035 mm. The error in rotation around the proximodistal axis was 0.181+-0.265°, error for remaining axes was not higher than 0.035+-0.037°.
Published
2018
Pages
1-10
Journal
Journal of Healthcare Engineering, vol. 2018, no. 1, ISSN 2040-2295
Publisher
Hindawi Publishing Corporation
DOI
BibTeX
@ARTICLE{FITPUB11688,
   author = "Ond\v{r}ej Kl\'{i}ma and Petr Novobilsk\'{y} and Roman Madeja and David Ba\v{r}ina and Adam Chrom\'{y} and Michal \v{S}pan\v{e}l and Pavel Zem\v{c}\'{i}k",
   title = "Intensity-Based Nonoverlapping Area Registration Supporting {"}drop-Outs{"} in Terms of Model-Based Radiostereometric Analysis",
   pages = "1--10",
   journal = "Journal of Healthcare Engineering",
   volume = 2018,
   number = 1,
   year = 2018,
   ISSN = "2040-2295",
   doi = "10.1155/2018/8538125",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/11688"
}
Back to top