Bone enhancement in ultrasound based on 3D local spectrum variation for percutaneous scaphoid fracture fixation

Emran Mohammad Abu Anas; Alexander Seitel; Abtin Rasoulian; Paul St John; Tamas Ungi; Andras Lasso; Kathryn Darras; David Wilson; Victoria A. Lessoway; Gabor Fichtinger; Michelle Zec; David Pichora; Parvin Mousavi; Robert Rohling; Purang Abolmaesumi

doi:10.1007/978-3-319-46720-7_54

Bone enhancement in ultrasound based on 3D local spectrum variation for percutaneous scaphoid fracture fixation

Emran Mohammad Abu Anas, Alexander Seitel, Abtin Rasoulian, Paul St John, Tamas Ungi, Andras Lasso, Kathryn Darras, David Wilson, Victoria A. Lessoway, Gabor Fichtinger, Michelle Zec, David Pichora, Parvin Mousavi, Robert Rohling, Purang Abolmaesumi

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

7 Scopus citations

Abstract

This paper proposes a 3D local phase-symmetry-based bone enhancement technique to automatically identify weak bone responses in 3D ultrasound images of the wrist. The objective is to enable percutaneous fixation of scaphoid bone fractures,which occur in 90% of all carpal bone fractures. For this purpose,we utilize 3D frequency spectrum variations to design a set of 3D band-pass Log-Gabor filters for phase symmetry estimation. Shadow information is also incorporated to further enhance the bone surfaces compared to the soft-tissue response. The proposed technique is then used to register a statistical wrist model to intraoperative ultrasound in order to derive a patient specific 3D model of the wrist bones. We perform a cadaver study of 13 subjects to evaluate our method. Our results demonstrate average mean surface and Hausdorff distance errors of 0.7mm and 1.8 mm,respectively,showing better performance compared to two state-of-the art approaches. This study demonstrate the potential of the proposed technique to be included in an ultrasound-based percutaenous scaphoid fracture fixation procedure.

Original language	English (US)
Title of host publication	Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings
Publisher	Springer Verlag
Pages	465-473
Number of pages	9
Volume	9900 LNCS
ISBN (Print)	9783319467191
DOIs	https://doi.org/10.1007/978-3-319-46720-7_54
State	Published - 2016
Externally published	Yes
Event	1st International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2016 held in conjunction with 19th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2016 - Athens, Greece Duration: Oct 21 2016 → Oct 21 2016

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	9900 LNCS
ISSN (Print)	03029743
ISSN (Electronic)	16113349

Other

Other	1st International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2016 held in conjunction with 19th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2016
Country/Territory	Greece
City	Athens
Period	10/21/16 → 10/21/16

Keywords

Bone enhancement
Log-Gabor filters
Phase symmetry
Scaphoid fracture
Shadow map

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-319-46720-7_54

Cite this

Anas, E. M. A., Seitel, A., Rasoulian, A., John, P. S., Ungi, T., Lasso, A., Darras, K., Wilson, D., Lessoway, V. A., Fichtinger, G., Zec, M., Pichora, D., Mousavi, P., Rohling, R., & Abolmaesumi, P. (2016). Bone enhancement in ultrasound based on 3D local spectrum variation for percutaneous scaphoid fracture fixation. In Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings (Vol. 9900 LNCS, pp. 465-473). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9900 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-319-46720-7_54

Bone enhancement in ultrasound based on 3D local spectrum variation for percutaneous scaphoid fracture fixation. / Anas, Emran Mohammad Abu; Seitel, Alexander; Rasoulian, Abtin et al.
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Vol. 9900 LNCS Springer Verlag, 2016. p. 465-473 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9900 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Anas, EMA, Seitel, A, Rasoulian, A, John, PS, Ungi, T, Lasso, A, Darras, K, Wilson, D, Lessoway, VA, Fichtinger, G, Zec, M, Pichora, D, Mousavi, P, Rohling, R & Abolmaesumi, P 2016, Bone enhancement in ultrasound based on 3D local spectrum variation for percutaneous scaphoid fracture fixation. in Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. vol. 9900 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9900 LNCS, Springer Verlag, pp. 465-473, 1st International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2016 held in conjunction with 19th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2016, Athens, Greece, 10/21/16. https://doi.org/10.1007/978-3-319-46720-7_54

Anas EMA, Seitel A, Rasoulian A, John PS, Ungi T, Lasso A et al. Bone enhancement in ultrasound based on 3D local spectrum variation for percutaneous scaphoid fracture fixation. In Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Vol. 9900 LNCS. Springer Verlag. 2016. p. 465-473. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-46720-7_54

Anas, Emran Mohammad Abu ; Seitel, Alexander ; Rasoulian, Abtin et al. / Bone enhancement in ultrasound based on 3D local spectrum variation for percutaneous scaphoid fracture fixation. Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Vol. 9900 LNCS Springer Verlag, 2016. pp. 465-473 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "This paper proposes a 3D local phase-symmetry-based bone enhancement technique to automatically identify weak bone responses in 3D ultrasound images of the wrist. The objective is to enable percutaneous fixation of scaphoid bone fractures,which occur in 90% of all carpal bone fractures. For this purpose,we utilize 3D frequency spectrum variations to design a set of 3D band-pass Log-Gabor filters for phase symmetry estimation. Shadow information is also incorporated to further enhance the bone surfaces compared to the soft-tissue response. The proposed technique is then used to register a statistical wrist model to intraoperative ultrasound in order to derive a patient specific 3D model of the wrist bones. We perform a cadaver study of 13 subjects to evaluate our method. Our results demonstrate average mean surface and Hausdorff distance errors of 0.7mm and 1.8 mm,respectively,showing better performance compared to two state-of-the art approaches. This study demonstrate the potential of the proposed technique to be included in an ultrasound-based percutaenous scaphoid fracture fixation procedure.",

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AU - Lasso, Andras

AU - Darras, Kathryn

AU - Wilson, David

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AU - Rohling, Robert

AU - Abolmaesumi, Purang

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AB - This paper proposes a 3D local phase-symmetry-based bone enhancement technique to automatically identify weak bone responses in 3D ultrasound images of the wrist. The objective is to enable percutaneous fixation of scaphoid bone fractures,which occur in 90% of all carpal bone fractures. For this purpose,we utilize 3D frequency spectrum variations to design a set of 3D band-pass Log-Gabor filters for phase symmetry estimation. Shadow information is also incorporated to further enhance the bone surfaces compared to the soft-tissue response. The proposed technique is then used to register a statistical wrist model to intraoperative ultrasound in order to derive a patient specific 3D model of the wrist bones. We perform a cadaver study of 13 subjects to evaluate our method. Our results demonstrate average mean surface and Hausdorff distance errors of 0.7mm and 1.8 mm,respectively,showing better performance compared to two state-of-the art approaches. This study demonstrate the potential of the proposed technique to be included in an ultrasound-based percutaenous scaphoid fracture fixation procedure.

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Bone enhancement in ultrasound based on 3D local spectrum variation for percutaneous scaphoid fracture fixation

Abstract

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Keywords

ASJC Scopus subject areas

Access to Document

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Cite this