Shape Morphing and Slice Shift Correction in Congenital Heart Defect Model Generation

Puck Pentenga; Ashley Stroh; Wouter van Genuchten; Wim A. Helbing; Mathias Peirlinck

doi:10.1007/978-3-031-35302-4_36

Shape Morphing and Slice Shift Correction in Congenital Heart Defect Model Generation

Puck Pentenga, Ashley Stroh, Wouter van Genuchten, Wim A. Helbing, Mathias Peirlinck^*

^*Corresponding author for this work

Medical Instruments & Bio-Inspired Technology

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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Abstract

Computational heart modeling is a promising approach for improving the prognosis of patients born with congenital heart defects. To create accurate physics-based digital cardiac twins of this population, it is crucial to accurately represent the highly diverse and unique subject-specific heart geometry. In young pediatric patients, this is a challenging endeavor given the lack of high-spatial-resolution imaging data and the risk of slice misalignment. In this study, we set up a multistep shape morphing and slice correction approach to accommodate these challenges and establish a population of biventricular heart models for a variety of healthy, Fallot, and Fontan pediatric patients.

Original language	English
Title of host publication	Functional Imaging and Modeling of the Heart
Subtitle of host publication	Proceedings of the 12th International Conference, FIMH 2023
Editors	Olivier Bernard, Patrick Clarysse, Nicolas Duchateau, Jacques Ohayon, Magalie Viallon
Publisher	Springer
Pages	347-355
ISBN (Print)	978-3-0313-5301-7
DOIs	https://doi.org/10.1007/978-3-031-35302-4_36
Publication status	Published - 2023
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

Bibliographical note

Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care
Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

Keywords

Cardiac digital twins
Congenital Heart Defects
Shape Morphing

Access to Document

10.1007/978-3-031-35302-4_36

978-3-031-35302-4_36Final published version, 2 MB

Cite this

Pentenga, P., Stroh, A., van Genuchten, W., Helbing, W. A., & Peirlinck, M. (2023). Shape Morphing and Slice Shift Correction in Congenital Heart Defect Model Generation. In O. Bernard, P. Clarysse, N. Duchateau, J. Ohayon, & M. Viallon (Eds.), Functional Imaging and Modeling of the Heart : Proceedings of the 12th International Conference, FIMH 2023 (pp. 347-355). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13958 LNCS). Springer. https://doi.org/10.1007/978-3-031-35302-4_36

Pentenga, Puck ; Stroh, Ashley ; van Genuchten, Wouter et al. / Shape Morphing and Slice Shift Correction in Congenital Heart Defect Model Generation. Functional Imaging and Modeling of the Heart : Proceedings of the 12th International Conference, FIMH 2023. editor / Olivier Bernard ; Patrick Clarysse ; Nicolas Duchateau ; Jacques Ohayon ; Magalie Viallon. Springer, 2023. pp. 347-355 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "Computational heart modeling is a promising approach for improving the prognosis of patients born with congenital heart defects. To create accurate physics-based digital cardiac twins of this population, it is crucial to accurately represent the highly diverse and unique subject-specific heart geometry. In young pediatric patients, this is a challenging endeavor given the lack of high-spatial-resolution imaging data and the risk of slice misalignment. In this study, we set up a multistep shape morphing and slice correction approach to accommodate these challenges and establish a population of biventricular heart models for a variety of healthy, Fallot, and Fontan pediatric patients.",

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Pentenga, P, Stroh, A, van Genuchten, W, Helbing, WA & Peirlinck, M 2023, Shape Morphing and Slice Shift Correction in Congenital Heart Defect Model Generation. in O Bernard, P Clarysse, N Duchateau, J Ohayon & M Viallon (eds), Functional Imaging and Modeling of the Heart : Proceedings of the 12th International Conference, FIMH 2023. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13958 LNCS, Springer, pp. 347-355, 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_36

Shape Morphing and Slice Shift Correction in Congenital Heart Defect Model Generation. / Pentenga, Puck; Stroh, Ashley; van Genuchten, Wouter et al.
Functional Imaging and Modeling of the Heart : Proceedings of the 12th International Conference, FIMH 2023. ed. / Olivier Bernard; Patrick Clarysse; Nicolas Duchateau; Jacques Ohayon; Magalie Viallon. Springer, 2023. p. 347-355 (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/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

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Pentenga P, Stroh A, van Genuchten W, Helbing WA, Peirlinck M. Shape Morphing and Slice Shift Correction in Congenital Heart Defect Model Generation. In Bernard O, Clarysse P, Duchateau N, Ohayon J, Viallon M, editors, Functional Imaging and Modeling of the Heart : Proceedings of the 12th International Conference, FIMH 2023. Springer. 2023. p. 347-355. (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_36