Cartan frames for heart wall fiber motion

Publication date

2017

Authors

Samari, Babak
Aumentado-Armstrong, Tristan
Strijkers, Gustav J.
Froeling, MartijnORCID 0000-0003-3841-0497
Siddiqi, Kaleem

Editors

Advisors

Supervisors

Document Type

Part of book

Collections

Open Access logo

License

taverne

Abstract

Current understanding of heart wall fiber geometry is based on ex vivo static data obtained through diffusion imaging or histology. Thus, little is known about the manner in which fibers rotate as the heart beats. Yet, the geometric organization of moving fibers in the heart wall is key to its mechanical function and to the distribution of forces in it to effect efficient, repetitive pumping. We develop a moving frame method to address this problem, with a spatio-temporal formulation of the associated Cartan matrix. We apply our construction to simulated (canine) data obtained from a left ventricular mechanics challenge, and to in vivo human left ventricular data. The method shows promise in providing Cartan connection parameters to describe spatio-temporal rotations of fibers, which in turn could benefit subsequent analyses or be used for diagnostic purposes.

Keywords

Taverne, Theoretical Computer Science, General Computer Science

Citation

Samari, B, Aumentado-Armstrong, T, Strijkers, G J, Froeling, M & Siddiqi, K 2017, Cartan frames for heart wall fiber motion. in Functional Imaging and Modelling of the Heart - 9th International Conference, FIMH 2017, Proceedings. vol. 10263 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10263 LNCS, Springer-Verlag, pp. 32-41, 9th International Conference on Functional Imaging and Modelling of the Heart, FIMH 2017, Toronto, Canada, 11/06/17. https://doi.org/10.1007/978-3-319-59448-4_4, conference