Literature DB >> 25549799

Automatic extraction of bone surfaces from 3D ultrasound images in orthopaedic trauma cases.

Ilker Hacihaliloglu1, Pierre Guy, Antony J Hodgson, Rafeef Abugharbieh.   

Abstract

PURPOSE: 3D ultrasound (US) imaging has the potential to become a powerful alternative imaging modality in orthopaedic surgery as it is radiation-free and can produce 3D images (in contrast to fluoroscopy) in near-real time. Conventional B-mode US images, however, are characterized by high levels of noise and reverberation artifacts, image quality is user-dependent, and bone surfaces are blurred, which makes it difficult to both interpret images and to use them as a basis for navigated interventions. 3D US has great potential to assist orthopaedic care, possibly assisting during surgery if the anatomical structures of interest could be localized and visualized with sufficient accuracy and clarity and in a highly automated rapid manner.
METHODS: In this paper, we present clinical results for a novel 3D US segmentation technique we have recently developed based on multi-resolution analysis to localize bone surfaces in 3D US volumes. Our method is validated on scans obtained from 29 trauma patients with distal radius and pelvic ring fractures.
RESULTS: Qualitative and quantitative results demonstrate remarkably clear segmentations of bone surfaces with an average surface fitting error of 0.62 mm (standard deviation (SD) of 0.42 mm) for pelvic patients and 0.21 mm (SD 0.14 mm) for distal radius patients.
CONCLUSIONS: These results suggest that our technique is sufficiently accurate for potential use in orthopaedic trauma applications.

Entities:  

Mesh:

Year:  2015        PMID: 25549799     DOI: 10.1007/s11548-014-1141-6

Source DB:  PubMed          Journal:  Int J Comput Assist Radiol Surg        ISSN: 1861-6410            Impact factor:   2.924


  19 in total

1.  Rapid, easy and reliable calibration for freehand 3D ultrasound.

Authors:  Po-Wei Hsu; Richard W Prager; Andrew H Gee; Graham M Treece
Journal:  Ultrasound Med Biol       Date:  2006-06       Impact factor: 2.998

2.  Three-dimensional extended field-of-view ultrasound.

Authors:  Tony C Poon; Robert N Rohling
Journal:  Ultrasound Med Biol       Date:  2006-03       Impact factor: 2.998

3.  Automated bone contour detection in ultrasound B-mode images for minimally invasive registration in computer-assisted surgery-an in vitro evaluation.

Authors:  Jens Kowal; Christoph Amstutz; Frank Langlotz; Haydar Talib; Miguel Gonzalez Ballester
Journal:  Int J Med Robot       Date:  2007-12       Impact factor: 2.547

4.  Automatic adaptive parameterization in local phase feature-based bone segmentation in ultrasound.

Authors:  Ilker Hacihaliloglu; Rafeef Abugharbieh; Antony J Hodgson; Robert N Rohling
Journal:  Ultrasound Med Biol       Date:  2011-08-06       Impact factor: 2.998

5.  Volume-specific parameter optimization of 3D local phase features for improved extraction of bone surfaces in ultrasound.

Authors:  Ilker Hacihaliloglu; Pierre Guy; Antony J Hodgson; Rafeef Abugharbieh
Journal:  Int J Med Robot       Date:  2014-01-09       Impact factor: 2.547

6.  Complications of trapeziometacarpal arthrodesis using plate and screw fixation.

Authors:  Michael J Forseth; Peter J Stern
Journal:  J Hand Surg Am       Date:  2003-03       Impact factor: 2.230

7.  Automatic bone localization and fracture detection from volumetric ultrasound images using 3-D local phase features.

Authors:  Ilker Hacihaliloglu; Rafeef Abugharbieh; Antony J Hodgson; Robert N Rohling; Pierre Guy
Journal:  Ultrasound Med Biol       Date:  2011-11-21       Impact factor: 2.998

8.  Bone surface localization in ultrasound using image phase-based features.

Authors:  Ilker Hacihaliloglu; Rafeef Abugharbieh; Antony J Hodgson; Robert N Rohling
Journal:  Ultrasound Med Biol       Date:  2009-07-17       Impact factor: 2.998

9.  Mortality in patients with pelvic fractures: results from the German pelvic injury register.

Authors:  Oliver Hauschild; Peter C Strohm; Ulf Culemann; Tim Pohlemann; Norbert P Suedkamp; Wolfgang Koestler; Hagen Schmal
Journal:  J Trauma       Date:  2008-02

10.  Early experience with reduction of displaced disruption of the pelvic ring using a pelvic reduction frame.

Authors:  K A Lefaivre; A J Starr; B P Barker; S Overturf; C M Reinert
Journal:  J Bone Joint Surg Br       Date:  2009-09
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  4 in total

1.  Enhancement of bone shadow region using local phase-based ultrasound transmission maps.

Authors:  Ilker Hacihaliloglu
Journal:  Int J Comput Assist Radiol Surg       Date:  2017-03-11       Impact factor: 2.924

2.  Ultrasound imaging and segmentation of bone surfaces: A review.

Authors:  Ilker Hacihaliloglu
Journal:  Technology (Singap World Sci)       Date:  2017-03-31

3.  Fast and automatic bone segmentation and registration of 3D ultrasound to CT for the full pelvic anatomy: a comparative study.

Authors:  Prashant Pandey; Pierre Guy; Antony J Hodgson; Rafeef Abugharbieh
Journal:  Int J Comput Assist Radiol Surg       Date:  2018-05-26       Impact factor: 2.924

4.  Radiomics Analysis of Lymph Nodes with Esophageal Squamous Cell Carcinoma Based on Deep Learning.

Authors:  Li Chen; Yi Ouyang; Shuang Liu; Jie Lin; Changhuan Chen; Caixia Zheng; Jianbo Lin; Zhijian Hu; Moliang Qiu
Journal:  J Oncol       Date:  2022-09-13       Impact factor: 4.501

  4 in total

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