Skip to main content

Advertisement

Log in

Reconstruction individual three-dimensional model of fractured long bone based on feature points

  • Published:
Computational and Applied Mathematics Aims and scope Submit manuscript

Abstract

Three-dimensional (3D) model reconstruction of fractured long bones is of great importance in the research of orthopedic surgery. A method is proposed to rapidly construct restored surface models of individual damaged femurs and tibias in this paper. Based on a cloud point set of individual fracture model, the developed methodology is processed as follows. First, typical feature points are defined and extracted in a pre-generated average model of intact bone according to prior medical knowledge. Next, an intact reference surface model is created based on a parameterization template with a few valid parameters measured from the damaged bone. Then, feature points of the fractured bone and corresponding ones of the reference are extracted, and the former is aligned to the latter by rigid registration. Finally, the major surface segments of fractured bone are atomically adjusted to each part of the reference with the obtained feature registration matrixes. Experimental results on femur and tibia show that the proposed method can reconstruct intact surface models of fractured bones efficiently and accurately with feature information extracted from individual long bones.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13

Similar content being viewed by others

References

  • Baishali G, Santanu M (2015) 3D modeling of X-ray images: a review. Int J Comput Appl 132(7):40–46

    Google Scholar 

  • Byoung-Keon P, Ji-hoon B, Bon-Yeol K (2014) Function-based morphing methodology for parameterizing patient-specific models of human proximal femurs. Comput Aided Des 51(7):31–38

    Google Scholar 

  • Chen X, He K, Chen Z et al (2015a) Construction of femur model based on parametric surface feature. J Comput Aided Des Comput Graph 27(12):2367–2375

    Google Scholar 

  • Chen X, He K, Chen Z et al (2015b) Quick construction of femoral model using surface feature parameterization. Mol Cell Biomechan 12(2):123–146

    Google Scholar 

  • Chen X, He K, Chen Z et al (2016) A parametric approach to construct femur models and their fixation plates. Biotechnol Biotechnol Equip 30(3):1–9

    Google Scholar 

  • Chen X, He K, Chen Z (2017) A novel computer-aided approach for parametric investigation of custom design of fracture fixation plates. Comput Math Methods Med 2017(7):1–7

    Google Scholar 

  • Dekkers E, Pawlicki R, Pawlicki R et al (2011) A sketching interface for feature curve recovery of free-form surfaces. Comput Aided Des 43(7):771–780

    Article  Google Scholar 

  • Dimitriou D, Tsai TY, Yue B et al (2016) Side-to-side variation in normal femoral morphology: 3D CT analysis of 122 femurs. Orthopaed Traumatol Surg Res Otsr 102(1):91–97

    Article  Google Scholar 

  • Jimenezdelgado JJ, Paulanogodino F, Pulidoramramirez R et al (2016) Computer assisted preoperative planning of bone fracture reduction: simulation techniques and new trends. Med Image Anal 30:30–45

    Article  Google Scholar 

  • Karade V, Ravi B (2014) 3D femur model reconstruction from biplane X-ray images: a novel method based on Laplacian surface deformation. Int J Comput Assist Radiol Surg 10(4):473–485

    Article  Google Scholar 

  • Longtao R, Yunpeng Z, Zhijian G et al (2011) Computer-aided personalized anatomic plated of the distal femur. J Clin Rehabil Tissue Eng Res 15(13):2309–2312

    Google Scholar 

  • Niu K, Homminga J, Sluiter V, Sprengers A, Verdonschot N (2018) Feasibility of A-mode ultrasound based intraoperative registration in computer-aided orthopedic surgery: a simulation and experimental study. PLoS ONE 13:1–15

    Google Scholar 

  • Oliveira F, Tavares J (2014) Medical image registration: a review. Comput Methods Biomech Biomed Eng 17(2):73–93

    Article  Google Scholar 

  • Ollivier M, Laumonerie P, Liarno S et al (2018) Which factors influence proximal femoral asymmetry? Clin Case Rep 100-B(7):839–844

    Google Scholar 

  • Poelert S, Valstar E, Weinans H et al (2013) Patient-specific finite element modeling of bones. Proc Inst Mech Eng 227(4):464–478

    Article  Google Scholar 

  • Sarkalkan N, Weinans H, Zadpoor A (2013) Statistical shape and appearance models of bones. Bone 60(3):129–140

    Google Scholar 

  • Senin N, Colosimo BM, Pacella M (2013) Point set augmentation through fitting for enhanced ICP registration of point clouds in multisensor coordinate metrology. Robot Comput Integr Manuf 29(1):39–52

    Article  Google Scholar 

  • Vasconcelos MJ (2008) Methods to automatically build point distribution models for objects like hand palms and faces represented in images. Comput Model Eng Sci 36(3):213–241

    Google Scholar 

  • Zhang B, Sun J, Chi Z et al (2013) 3D reconstruction of patient-specific femurs using coherent point drift. Telkomnika Indones J Electr Eng 11(2):1101–1110

    Google Scholar 

Download references

Acknowledgements

This work was supported by the Key Research & Development Plan of Jiangsu Province of China (Grant No. BE2017067), the Natural Science Foundation of Jiangsu Province of China (Grant No. SBK2020021355), the Qing Lan Project of Jiangsu Province (Grant No. 2019czie), and the Natural Science Foundation of Changzhou Vocational Institute of Engineering (Grant No. 11130300118001).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Xiaozhong Chen.

Additional information

Communicated by Florence Hubert.

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chen, X. Reconstruction individual three-dimensional model of fractured long bone based on feature points. Comp. Appl. Math. 39, 131 (2020). https://doi.org/10.1007/s40314-020-01165-z

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s40314-020-01165-z

Keywords

Mathematics Subject Classification

Navigation