Adaptive scan strategies for fetal MRI imaging using slice to volume techniques

Bernhard Kainz; Christina Malamateniou; Giulio Ferrazzi; Maria Murgasova; Jan Egger; Kevin Keraudren; Mary Rutherford; Joseph V. Hajnal; Daniel Rueckert

doi:10.1109/ISBI.2015.7164004

Adaptive scan strategies for fetal MRI imaging using slice to volume techniques

Bernhard Kainz, Christina Malamateniou, Giulio Ferrazzi, Maria Murgasova, Jan Egger, Kevin Keraudren, Mary Rutherford, Joseph V. Hajnal, Daniel Rueckert

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

2 Scopus citations

Abstract

In this paper several novel methods to account for fetal movements during fetal Magnetic Resonance Imaging (fetal MRI) are explored. We show how slice-to-volume reconstruction methods can be used to account for motion adaptively during the scan. Three candidate methods are tested for their feasibility and integrated into a computer simulation of fetal MRI. The first alters the main orientation of the stacks used for reconstruction, the second stops if too much motion occurs during slice acquisition and the third steers the orientation of each slice individually. Reconstruction informed adaptive scanning can provide a peak signal-to-noise ratio (PSNR) improvement of up to 2 dB after only two stacks of scanned slices and is more efficient with respect to the uncertainty of the final reconstruction.

Original language	English
Title of host publication	2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015
Publisher	IEEE Computer Society
Pages	849-852
Number of pages	4
ISBN (Electronic)	9781479923748
DOIs	https://doi.org/10.1109/ISBI.2015.7164004
State	Published - 21 Jul 2015
Externally published	Yes
Event	12th IEEE International Symposium on Biomedical Imaging, ISBI 2015 - Brooklyn, United States Duration: 16 Apr 2015 → 19 Apr 2015

Publication series

Name	Proceedings - International Symposium on Biomedical Imaging
Volume	2015-July
ISSN (Print)	1945-7928
ISSN (Electronic)	1945-8452

Conference

Conference	12th IEEE International Symposium on Biomedical Imaging, ISBI 2015
Country/Territory	United States
City	Brooklyn
Period	16/04/15 → 19/04/15

Access to Document

10.1109/ISBI.2015.7164004

Cite this

Kainz, B., Malamateniou, C., Ferrazzi, G., Murgasova, M., Egger, J., Keraudren, K., Rutherford, M., Hajnal, J. V., & Rueckert, D. (2015). Adaptive scan strategies for fetal MRI imaging using slice to volume techniques. In 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015 (pp. 849-852). Article 7164004 (Proceedings - International Symposium on Biomedical Imaging; Vol. 2015-July). IEEE Computer Society. https://doi.org/10.1109/ISBI.2015.7164004

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title = "Adaptive scan strategies for fetal MRI imaging using slice to volume techniques",

abstract = "In this paper several novel methods to account for fetal movements during fetal Magnetic Resonance Imaging (fetal MRI) are explored. We show how slice-to-volume reconstruction methods can be used to account for motion adaptively during the scan. Three candidate methods are tested for their feasibility and integrated into a computer simulation of fetal MRI. The first alters the main orientation of the stacks used for reconstruction, the second stops if too much motion occurs during slice acquisition and the third steers the orientation of each slice individually. Reconstruction informed adaptive scanning can provide a peak signal-to-noise ratio (PSNR) improvement of up to 2 dB after only two stacks of scanned slices and is more efficient with respect to the uncertainty of the final reconstruction.",

author = "Bernhard Kainz and Christina Malamateniou and Giulio Ferrazzi and Maria Murgasova and Jan Egger and Kevin Keraudren and Mary Rutherford and Hajnal, {Joseph V.} and Daniel Rueckert",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; 12th IEEE International Symposium on Biomedical Imaging, ISBI 2015 ; Conference date: 16-04-2015 Through 19-04-2015",

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doi = "10.1109/ISBI.2015.7164004",

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Kainz, B, Malamateniou, C, Ferrazzi, G, Murgasova, M, Egger, J, Keraudren, K, Rutherford, M, Hajnal, JV & Rueckert, D 2015, Adaptive scan strategies for fetal MRI imaging using slice to volume techniques. in 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015., 7164004, Proceedings - International Symposium on Biomedical Imaging, vol. 2015-July, IEEE Computer Society, pp. 849-852, 12th IEEE International Symposium on Biomedical Imaging, ISBI 2015, Brooklyn, United States, 16/04/15. https://doi.org/10.1109/ISBI.2015.7164004

Adaptive scan strategies for fetal MRI imaging using slice to volume techniques. / Kainz, Bernhard; Malamateniou, Christina; Ferrazzi, Giulio et al.
2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, 2015. p. 849-852 7164004 (Proceedings - International Symposium on Biomedical Imaging; Vol. 2015-July).

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

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AU - Keraudren, Kevin

AU - Rutherford, Mary

AU - Hajnal, Joseph V.

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AB - In this paper several novel methods to account for fetal movements during fetal Magnetic Resonance Imaging (fetal MRI) are explored. We show how slice-to-volume reconstruction methods can be used to account for motion adaptively during the scan. Three candidate methods are tested for their feasibility and integrated into a computer simulation of fetal MRI. The first alters the main orientation of the stacks used for reconstruction, the second stops if too much motion occurs during slice acquisition and the third steers the orientation of each slice individually. Reconstruction informed adaptive scanning can provide a peak signal-to-noise ratio (PSNR) improvement of up to 2 dB after only two stacks of scanned slices and is more efficient with respect to the uncertainty of the final reconstruction.

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Kainz B, Malamateniou C, Ferrazzi G, Murgasova M, Egger J, Keraudren K et al. Adaptive scan strategies for fetal MRI imaging using slice to volume techniques. In 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society. 2015. p. 849-852. 7164004. (Proceedings - International Symposium on Biomedical Imaging). doi: 10.1109/ISBI.2015.7164004

Adaptive scan strategies for fetal MRI imaging using slice to volume techniques

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