Effect of Spatial and Temporal Resolution on the Accuracy of Motion Tracking Using 2D and 3D Cine Cardiac Magnetic Resonance Imaging Data

Kateřina Škardová; Tarique Hussain; Martin Genet; Radomír Chabiniok

doi:10.1007/978-3-031-35302-4_24

Effect of Spatial and Temporal Resolution on the Accuracy of Motion Tracking Using 2D and 3D Cine Cardiac Magnetic Resonance Imaging Data

Kateřina Škardová
, Tarique Hussain
, Martin Genet
, Radomír Chabiniok

Czech Technical University in Prague
Department of Surgery
Department of Mechanics École Polytechnique
INRIA

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

Abstract

In this paper, we investigate the effect of spatial and temporal resolution of cardiac MRI cine images on the extracted left ventricle motion. A previously developed and validated finite-element-based image registration method was used for the motion extraction. The study is performed on three subjects, for which the standard 2D cine stack (SA) in short axis orientation and 3D cine MRI series were acquired. The set of acquired image series was augmented by artificially constructed SA-like cine series created from the 3D cine images. Image series with several combinations of spatial and temporal resolution were evaluated for each subject. The study showed a strong correlation between the slice thickness and the accuracy of extracted displacement in the longitudinal direction. The effect of a lower temporal resolution was shown to be less significant. This could prove useful to update current guidelines for cardiac MRI acquisitions.

Original language	English
Title of host publication	Functional Imaging and Modeling of the Heart - 12th International Conference, FIMH 2023, Proceedings
Editors	Olivier Bernard, Patrick Clarysse, Nicolas Duchateau, Jacques Ohayon, Magalie Viallon
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	235-244
Number of pages	10
ISBN (Print)	9783031353017
DOIs	https://doi.org/10.1007/978-3-031-35302-4_24
Publication status	Published - 1 Jan 2023
Externally published	Yes
Event	Functional Imaging and Modeling of the Heart - 12th International Conference, FIMH 2023, Proceedings - Lyon, France Duration: 19 Jun 2023 → 22 Jun 2023

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	13958 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	Functional Imaging and Modeling of the Heart - 12th International Conference, FIMH 2023, Proceedings
Country/Territory	France
City	Lyon
Period	19/06/23 → 22/06/23

Keywords

3D cine MRI
Cardiac magnetic resonance imaging
equilibrated warping
image registration
left ventricular motion

Access to Document

10.1007/978-3-031-35302-4_24

Cite this

Škardová, K., Hussain, T., Genet, M., & Chabiniok, R. (2023). Effect of Spatial and Temporal Resolution on the Accuracy of Motion Tracking Using 2D and 3D Cine Cardiac Magnetic Resonance Imaging Data. In O. Bernard, P. Clarysse, N. Duchateau, J. Ohayon, & M. Viallon (Eds.), Functional Imaging and Modeling of the Heart - 12th International Conference, FIMH 2023, Proceedings (pp. 235-244). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13958 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-35302-4_24

Škardová, Kateřina ; Hussain, Tarique ; Genet, Martin et al. / Effect of Spatial and Temporal Resolution on the Accuracy of Motion Tracking Using 2D and 3D Cine Cardiac Magnetic Resonance Imaging Data. Functional Imaging and Modeling of the Heart - 12th International Conference, FIMH 2023, Proceedings. editor / Olivier Bernard ; Patrick Clarysse ; Nicolas Duchateau ; Jacques Ohayon ; Magalie Viallon. Springer Science and Business Media Deutschland GmbH, 2023. pp. 235-244 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "In this paper, we investigate the effect of spatial and temporal resolution of cardiac MRI cine images on the extracted left ventricle motion. A previously developed and validated finite-element-based image registration method was used for the motion extraction. The study is performed on three subjects, for which the standard 2D cine stack (SA) in short axis orientation and 3D cine MRI series were acquired. The set of acquired image series was augmented by artificially constructed SA-like cine series created from the 3D cine images. Image series with several combinations of spatial and temporal resolution were evaluated for each subject. The study showed a strong correlation between the slice thickness and the accuracy of extracted displacement in the longitudinal direction. The effect of a lower temporal resolution was shown to be less significant. This could prove useful to update current guidelines for cardiac MRI acquisitions.",

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Škardová, K, Hussain, T, Genet, M & Chabiniok, R 2023, Effect of Spatial and Temporal Resolution on the Accuracy of Motion Tracking Using 2D and 3D Cine Cardiac Magnetic Resonance Imaging Data. in O Bernard, P Clarysse, N Duchateau, J Ohayon & M Viallon (eds), Functional Imaging and Modeling of the Heart - 12th International Conference, FIMH 2023, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13958 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 235-244, Functional Imaging and Modeling of the Heart - 12th International Conference, FIMH 2023, Proceedings, Lyon, France, 19/06/23. https://doi.org/10.1007/978-3-031-35302-4_24

Effect of Spatial and Temporal Resolution on the Accuracy of Motion Tracking Using 2D and 3D Cine Cardiac Magnetic Resonance Imaging Data. / Škardová, Kateřina; Hussain, Tarique; Genet, Martin et al.
Functional Imaging and Modeling of the Heart - 12th International Conference, FIMH 2023, Proceedings. ed. / Olivier Bernard; Patrick Clarysse; Nicolas Duchateau; Jacques Ohayon; Magalie Viallon. Springer Science and Business Media Deutschland GmbH, 2023. p. 235-244 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13958 LNCS).

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

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AB - In this paper, we investigate the effect of spatial and temporal resolution of cardiac MRI cine images on the extracted left ventricle motion. A previously developed and validated finite-element-based image registration method was used for the motion extraction. The study is performed on three subjects, for which the standard 2D cine stack (SA) in short axis orientation and 3D cine MRI series were acquired. The set of acquired image series was augmented by artificially constructed SA-like cine series created from the 3D cine images. Image series with several combinations of spatial and temporal resolution were evaluated for each subject. The study showed a strong correlation between the slice thickness and the accuracy of extracted displacement in the longitudinal direction. The effect of a lower temporal resolution was shown to be less significant. This could prove useful to update current guidelines for cardiac MRI acquisitions.

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Škardová K, Hussain T, Genet M, Chabiniok R. Effect of Spatial and Temporal Resolution on the Accuracy of Motion Tracking Using 2D and 3D Cine Cardiac Magnetic Resonance Imaging Data. In Bernard O, Clarysse P, Duchateau N, Ohayon J, Viallon M, editors, Functional Imaging and Modeling of the Heart - 12th International Conference, FIMH 2023, Proceedings. Springer Science and Business Media Deutschland GmbH. 2023. p. 235-244. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-35302-4_24