GPU accelerated alignment of 3-D CTA with 2-D X-ray data for improved guidance in coronary interventions

C. T. Metz; M. Schaap; S. Klein; A. C. Weustink; N. R. Mollet; C. Schultz; R. J. Van Geuns; P. W. Serruys; T. Van Walsum; W. J. Niessen

doi:10.1109/ISBI.2009.5193213

GPU accelerated alignment of 3-D CTA with 2-D X-ray data for improved guidance in coronary interventions

C. T. Metz
, M. Schaap
, S. Klein
, A. C. Weustink
, N. R. Mollet
, C. Schultz
, R. J. Van Geuns
, P. W. Serruys
, T. Van Walsum
, W. J. Niessen

Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review

12 Citations (Scopus)

Abstract

This paper presents a 2-D/3-D registration method for the alignment of cardiac X-ray images to ECG gated CTA data of the coronary arteries. The purpose of our work is to provide visualization of instruments in relation to pre-operative CTA data during interventional cardiology for improved image guidance, especially in complex procedures. The method utilizes the graphical processing unit (GPU) for rendering of digitally reconstructed radiographs (DRRs) from a 3-D CTA-derived coronary model. Using a multi-scale gradient ascent framework, the normalized cross correlation between the simulated and real X-ray image is optimized. Quantitative evaluation is performed by computing the projection error of the vessel centerlines, which was on average 1.34 mm.

Original language	English
Title of host publication	Proceedings - 2009 IEEE International Symposium on Biomedical Imaging
Subtitle of host publication	From Nano to Macro, ISBI 2009
Pages	959-962
Number of pages	4
DOIs	https://doi.org/10.1109/ISBI.2009.5193213
Publication status	Published - 2009
Externally published	Yes
Event	2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009 - Boston, MA, United States Duration: 28 Jun 2009 → 1 Jul 2009

Publication series

Name	Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009

Conference

Conference	2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009
Country/Territory	United States
City	Boston, MA
Period	28/06/09 → 1/07/09

Keywords

2-D/3-D registration
Coronary arteries
CTA
Image guided interventions
X-ray

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10.1109/ISBI.2009.5193213

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Metz, C. T., Schaap, M., Klein, S., Weustink, A. C., Mollet, N. R., Schultz, C., Van Geuns, R. J., Serruys, P. W., Van Walsum, T., & Niessen, W. J. (2009). GPU accelerated alignment of 3-D CTA with 2-D X-ray data for improved guidance in coronary interventions. In Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009 (pp. 959-962). Article 5193213 (Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009). https://doi.org/10.1109/ISBI.2009.5193213

Metz, C. T. ; Schaap, M. ; Klein, S. et al. / GPU accelerated alignment of 3-D CTA with 2-D X-ray data for improved guidance in coronary interventions. Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009. 2009. pp. 959-962 (Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009).

@inproceedings{05b15dcbd1a84c84b7e6f7906de7dee1,

title = "GPU accelerated alignment of 3-D CTA with 2-D X-ray data for improved guidance in coronary interventions",

abstract = "This paper presents a 2-D/3-D registration method for the alignment of cardiac X-ray images to ECG gated CTA data of the coronary arteries. The purpose of our work is to provide visualization of instruments in relation to pre-operative CTA data during interventional cardiology for improved image guidance, especially in complex procedures. The method utilizes the graphical processing unit (GPU) for rendering of digitally reconstructed radiographs (DRRs) from a 3-D CTA-derived coronary model. Using a multi-scale gradient ascent framework, the normalized cross correlation between the simulated and real X-ray image is optimized. Quantitative evaluation is performed by computing the projection error of the vessel centerlines, which was on average 1.34 mm.",

keywords = "2-D/3-D registration, Coronary arteries, CTA, Image guided interventions, X-ray",

author = "Metz, \{C. T.\} and M. Schaap and S. Klein and Weustink, \{A. C.\} and Mollet, \{N. R.\} and C. Schultz and \{Van Geuns\}, \{R. J.\} and Serruys, \{P. W.\} and \{Van Walsum\}, T. and Niessen, \{W. J.\}",

year = "2009",

doi = "10.1109/ISBI.2009.5193213",

language = "English",

isbn = "9781424439324",

series = "Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009",

pages = "959--962",

booktitle = "Proceedings - 2009 IEEE International Symposium on Biomedical Imaging",

note = "2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009 ; Conference date: 28-06-2009 Through 01-07-2009",

}

Metz, CT, Schaap, M, Klein, S, Weustink, AC, Mollet, NR, Schultz, C, Van Geuns, RJ, Serruys, PW, Van Walsum, T & Niessen, WJ 2009, GPU accelerated alignment of 3-D CTA with 2-D X-ray data for improved guidance in coronary interventions. in Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009., 5193213, Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009, pp. 959-962, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009, Boston, MA, United States, 28/06/09. https://doi.org/10.1109/ISBI.2009.5193213

GPU accelerated alignment of 3-D CTA with 2-D X-ray data for improved guidance in coronary interventions. / Metz, C. T.; Schaap, M.; Klein, S. et al.
Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009. 2009. p. 959-962 5193213 (Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009).

Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review

TY - GEN

T1 - GPU accelerated alignment of 3-D CTA with 2-D X-ray data for improved guidance in coronary interventions

AU - Metz, C. T.

AU - Schaap, M.

AU - Klein, S.

AU - Weustink, A. C.

AU - Mollet, N. R.

AU - Schultz, C.

AU - Van Geuns, R. J.

AU - Serruys, P. W.

AU - Van Walsum, T.

AU - Niessen, W. J.

PY - 2009

Y1 - 2009

N2 - This paper presents a 2-D/3-D registration method for the alignment of cardiac X-ray images to ECG gated CTA data of the coronary arteries. The purpose of our work is to provide visualization of instruments in relation to pre-operative CTA data during interventional cardiology for improved image guidance, especially in complex procedures. The method utilizes the graphical processing unit (GPU) for rendering of digitally reconstructed radiographs (DRRs) from a 3-D CTA-derived coronary model. Using a multi-scale gradient ascent framework, the normalized cross correlation between the simulated and real X-ray image is optimized. Quantitative evaluation is performed by computing the projection error of the vessel centerlines, which was on average 1.34 mm.

AB - This paper presents a 2-D/3-D registration method for the alignment of cardiac X-ray images to ECG gated CTA data of the coronary arteries. The purpose of our work is to provide visualization of instruments in relation to pre-operative CTA data during interventional cardiology for improved image guidance, especially in complex procedures. The method utilizes the graphical processing unit (GPU) for rendering of digitally reconstructed radiographs (DRRs) from a 3-D CTA-derived coronary model. Using a multi-scale gradient ascent framework, the normalized cross correlation between the simulated and real X-ray image is optimized. Quantitative evaluation is performed by computing the projection error of the vessel centerlines, which was on average 1.34 mm.

KW - 2-D/3-D registration

KW - Coronary arteries

KW - CTA

KW - Image guided interventions

KW - X-ray

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DO - 10.1109/ISBI.2009.5193213

M3 - Conference Publication

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T3 - Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009

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BT - Proceedings - 2009 IEEE International Symposium on Biomedical Imaging

T2 - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009

Y2 - 28 June 2009 through 1 July 2009

ER -

Metz CT, Schaap M, Klein S, Weustink AC, Mollet NR, Schultz C et al. GPU accelerated alignment of 3-D CTA with 2-D X-ray data for improved guidance in coronary interventions. In Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009. 2009. p. 959-962. 5193213. (Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009). doi: 10.1109/ISBI.2009.5193213

GPU accelerated alignment of 3-D CTA with 2-D X-ray data for improved guidance in coronary interventions

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Keywords

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