The interleaved partial active shape model (IPASM) search algorithm – towards 3D ultrasound-based bone surface reconstruction

Benjamin Hohlmann; Klaus Radermacher

doi:10.29007/rbgl

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The interleaved partial active shape model (IPASM) search algorithm – towards 3D ultrasound-based bone surface reconstruction

4 pages•Published: October 26, 2019

Benjamin Hohlmann and Klaus Radermacher

Abstract

Several orthopedic applications require a three-dimensional model of the bone. Ultrasound is a radiation-free and cheap alternative to the state-of-the-art imaging modalities if its limitations in terms of image quality and viewing range can be overcome. This work presents in-vitro as well as in-vivo experiments evaluating the IPASM search, a method for combined segmentation, registration as well as extrapolation. The algorithm is capable to reconstruct the distal surface of a phantom femur with an average surface distance error of roughly 1mm in case of in-vitro as well as below 2mm for in-vivo records, even if the shape varies strongly from the initial model.

Keyphrases: knee, registration, Segmentation, Statistical Shape Model, Ultrasound

In: Patrick Meere and Ferdinando Rodriguez Y Baena (editors). CAOS 2019. The 19th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery, vol 3, pages 177--180

Links:	https://easychair.org/publications/paper/NPCh
	https://doi.org/10.29007/rbgl

BibTeX entry

@inproceedings{CAOS2019:interleaved_partial_active_shape,
  author    = {Benjamin Hohlmann and Klaus Radermacher},
  title     = {The interleaved partial active shape model (IPASM) search algorithm -- towards 3D ultrasound-based bone surface reconstruction},
  booktitle = {CAOS 2019. The 19th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery},
  editor    = {Patrick Meere and Ferdinando Rodriguez Y Baena},
  series    = {EPiC Series in Health Sciences},
  volume    = {3},
  pages     = {177--180},
  year      = {2019},
  publisher = {EasyChair},
  bibsource = {EasyChair, https://easychair.org},
  issn      = {2398-5305},
  url       = {https://easychair.org/publications/paper/NPCh},
  doi       = {10.29007/rbgl}}

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