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Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization Volume 7, 2019 - Issue 3: Special Issue: 2nd and 3rd MICCAI workshop on Deep Learning in Medical Image Analysis
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Original Articles

Automatic segmentation of the thumb trapeziometacarpal joint using parametric statistical shape modelling and random forest regression voting

Marco T. Y. SchneiderAuckland Bioengineering Institute, The University of Auckland, Auckland, New ZealandCorrespondence[email protected]
ORCID Iconhttp://orcid.org/0000-0002-4918-1389View further author information
ORCID Icon,
Ju ZhangAuckland Bioengineering Institute, The University of Auckland, Auckland, New ZealandView further author information
,
Joseph J. CriscoDepartment of Orthopedics, Warren Alpert Medical School of Brown University, RI, USAView further author information
,
Arnold-Peter C. WeissDepartment of Orthopedics, Warren Alpert Medical School of Brown University, RI, USAView further author information
,
Amy L. LaddDepartment of Orthopedic Surgery, Stanford, Stanford University, Redwood City, CA, USAView further author information
,
Poul M. F. NielsenAuckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand;Department of Engineering Science, The University of Auckland, Auckland, New ZealandView further author information
&
Thor BesierAuckland Bioengineering Institute, The University of Auckland, Auckland, New Zealand;Department of Engineering Science, The University of Auckland, Auckland, New ZealandView further author information
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Pages 297-301 | Received 13 Jun 2017, Accepted 13 Jul 2018, Published online: 26 Jul 2018

References

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  • Halilaj E, Moore DC, Laidlaw DH, Got CJ, Weiss A-PC, Ladd AL, Crisco JJ. 2014. The morphology of the thumb carpometacarpal joint does not differ between men and women, but changes with aging and early osteoarthritis. J Biomechanics. 47:2709–2714.
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  • Pellegrini JVD. 2005. The ABJS 2005 Nicolas Andry award: osteoarthritis and injury at the base of the human thumb survival fittest ? Clin Orthop Relat Res. 438:266–276.
  • Schneider M, Zhang J, Crisco J, Weiss A, Ladd A, Nielsen P, Besier T. 2015. Men and women have similarly shaped carpometacarpal joint bones. J Biomechanics. 48:3420–3426.
  • Zhang J, Malcolm D, Hislop-Jambrich J, Thomas CDL, Nielsen PM. 2014. An anatomical region-based statistical shape model of the human femur. Comput Methods in Biomech Biomed Engg: Imaging & Visual. 2:176–185.

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