Publication detail

Intensity-based non overlapping 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.

Original Title

Intensity-based non overlapping area registration supporting "drop-outs" in terms of model-based radiostereometric analysis

Type

journal article in Web of Science

Language

English

Original 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°.

Keywords

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

Authors

KLÍMA, O.; NOVOBILSKÝ, P.; MADEJA, R.; BAŘINA, D.; CHROMÝ, A.; ŠPANĚL, M.; ZEMČÍK, P.

Released

28. 3. 2018

ISBN

2040-2295

Periodical

multi science- Journal of Healthcare Engineering

Year of study

2018

Number

1

State

United Kingdom of Great Britain and Northern Ireland

Pages from

1

Pages to

10

Pages count

10

URL

https://www.fit.vut.cz/research/publication/11688/

Full text in the Digital Library

http://hdl.handle.net/11012/72414

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 non overlapping 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/"
}