Model-based image processing and analysis for fracture classification

A. Adami, K. Yang, Xubo Song, M. Pavel, D. Dirschl

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

We describe an approach toward improved classification of fractures in the vicinity of ankle joints using image-specific image enhancement and 3D modeling. The enhancement approach is based on the development of a set of linear features from x-ray images. The 3D models of fractures are used to determine the x-ray image representation from a fractured surface. These models are then used in reverse to find surface parameters that are most consistent with the 2D fracture representations.

Original languageEnglish (US)
Title of host publicationAnnual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
Pages2525-2526
Number of pages2
Volume3
StatePublished - 2002
EventProceedings of the 2002 IEEE Engineering in Medicine and Biology 24th Annual Conference and the 2002 Fall Meeting of the Biomedical Engineering Society (BMES / EMBS) - Houston, TX, United States
Duration: Oct 23 2002Oct 26 2002

Other

OtherProceedings of the 2002 IEEE Engineering in Medicine and Biology 24th Annual Conference and the 2002 Fall Meeting of the Biomedical Engineering Society (BMES / EMBS)
CountryUnited States
CityHouston, TX
Period10/23/0210/26/02

Fingerprint

Image analysis
Image processing
X rays
Image enhancement

Keywords

  • Biomedical imaging
  • Fracture classification
  • Image segmentation

ASJC Scopus subject areas

  • Bioengineering

Cite this

Adami, A., Yang, K., Song, X., Pavel, M., & Dirschl, D. (2002). Model-based image processing and analysis for fracture classification. In Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings (Vol. 3, pp. 2525-2526)

Model-based image processing and analysis for fracture classification. / Adami, A.; Yang, K.; Song, Xubo; Pavel, M.; Dirschl, D.

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Vol. 3 2002. p. 2525-2526.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Adami, A, Yang, K, Song, X, Pavel, M & Dirschl, D 2002, Model-based image processing and analysis for fracture classification. in Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. vol. 3, pp. 2525-2526, Proceedings of the 2002 IEEE Engineering in Medicine and Biology 24th Annual Conference and the 2002 Fall Meeting of the Biomedical Engineering Society (BMES / EMBS), Houston, TX, United States, 10/23/02.
Adami A, Yang K, Song X, Pavel M, Dirschl D. Model-based image processing and analysis for fracture classification. In Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Vol. 3. 2002. p. 2525-2526
Adami, A. ; Yang, K. ; Song, Xubo ; Pavel, M. ; Dirschl, D. / Model-based image processing and analysis for fracture classification. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings. Vol. 3 2002. pp. 2525-2526
@inproceedings{79b59b80c05040269838e897ca37eba6,
title = "Model-based image processing and analysis for fracture classification",
abstract = "We describe an approach toward improved classification of fractures in the vicinity of ankle joints using image-specific image enhancement and 3D modeling. The enhancement approach is based on the development of a set of linear features from x-ray images. The 3D models of fractures are used to determine the x-ray image representation from a fractured surface. These models are then used in reverse to find surface parameters that are most consistent with the 2D fracture representations.",
keywords = "Biomedical imaging, Fracture classification, Image segmentation",
author = "A. Adami and K. Yang and Xubo Song and M. Pavel and D. Dirschl",
year = "2002",
language = "English (US)",
volume = "3",
pages = "2525--2526",
booktitle = "Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings",

}

TY - GEN

T1 - Model-based image processing and analysis for fracture classification

AU - Adami, A.

AU - Yang, K.

AU - Song, Xubo

AU - Pavel, M.

AU - Dirschl, D.

PY - 2002

Y1 - 2002

N2 - We describe an approach toward improved classification of fractures in the vicinity of ankle joints using image-specific image enhancement and 3D modeling. The enhancement approach is based on the development of a set of linear features from x-ray images. The 3D models of fractures are used to determine the x-ray image representation from a fractured surface. These models are then used in reverse to find surface parameters that are most consistent with the 2D fracture representations.

AB - We describe an approach toward improved classification of fractures in the vicinity of ankle joints using image-specific image enhancement and 3D modeling. The enhancement approach is based on the development of a set of linear features from x-ray images. The 3D models of fractures are used to determine the x-ray image representation from a fractured surface. These models are then used in reverse to find surface parameters that are most consistent with the 2D fracture representations.

KW - Biomedical imaging

KW - Fracture classification

KW - Image segmentation

UR - http://www.scopus.com/inward/record.url?scp=0036911619&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0036911619&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:0036911619

VL - 3

SP - 2525

EP - 2526

BT - Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

ER -