Abstract
We consider a new method to analyse deformation of the myocardial wall from tagging magnetic resonance images. The method exploits the fact that a regular pattern of stripe tags induces a time-dependent frequency covector field tightly coupled to the myocardial tissue and not affected by tag fading. The corresponding local frequency can be disambiguated with the help of the Gabor transform. The transformation of the tagging frequency covector field is governed by the deformation tensor field. Reversely, the deformation (and strain) tensor field can be retrieved from local frequency estimates given at least n (independent) tagging sequences, where n denotes spatial dimension. For the sake of illustration we consider the conventional case n¿=¿2. Moreover, we make use of an overdetermined system by exploiting 4 instead of 2 tagging directions, which contributes to the robustness of the results. The method does not require explicit knowledge of material motion or tag line extraction. Displacement estimations are compared to HARP.
Keywords:Tagging Magnetic Resonance Imaging; Myocardial Deformation; Gabor Transform; Cardiac Image Analysis
Original language | English |
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Title of host publication | Functional Imaging and Modeling of the Heart (7th International Conference, FIMH2013, London, UK, June 20-22, 2013. Proceedings) |
Editors | S. Ourselin, D. Rueckert, N. Smith |
Place of Publication | Berlin |
Publisher | Springer |
Pages | 284-291 |
Number of pages | 8 |
ISBN (Print) | 978-3-642-38898-9 |
DOIs | |
Publication status | Published - 2013 |
Event | 7th International Conference on Functional Imaging and Modeling of the Heart, FIMH 2013 - London, United Kingdom Duration: 20 Jun 2013 → 22 Jun 2013 http://fimh2013.cs.ucl.ac.uk/ |
Publication series
Name | Lecture Notes in Computer Science |
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Volume | 7945 |
ISSN (Print) | 0302-9743 |
Conference
Conference | 7th International Conference on Functional Imaging and Modeling of the Heart, FIMH 2013 |
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Abbreviated title | FIMH 2013 |
Country/Territory | United Kingdom |
City | London |
Period | 20/06/13 → 22/06/13 |
Internet address |