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  Model based reconstruction for GRE EPI

Blecher, W., Pohmann, R., Schölkopf, B., & Seeger, M. (2011). Model based reconstruction for GRE EPI. Poster presented at 28th Annual Scientific Meeting ESMRMB 2011, Leipzig, Germany.

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 Urheber:
Blecher, W1, Autor           
Pohmann, R2, Autor           
Schölkopf, B1, Autor           
Seeger, M1, Autor           
Affiliations:
1Department Empirical Inference, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497795              
2Department High-Field Magnetic Resonance, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497796              

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 Zusammenfassung: Model based nonlinear image reconstruction methods for MRI [3] are at the heart of modern reconstruction techniques (e.g.compressed sensing [6]). In general, models are expressed as a matrix equation where y and u are column vectors of k-space and image data, X model matrix and e independent noise. However, solving the corresponding linear system is not tractable. Therefore fast nonlinear algorithms that minimize a function wrt.the unknown image are the method of choice: In this work a model for gradient echo EPI, is proposed that incorporates N/2 Ghost correction and correction for field inhomogeneities. In addition to reconstruction from full data, the model allows for sparse reconstruction, joint estimation of image, field-, and relaxation-map (like [5,8] for spiral imaging), and improved N/2 ghost correction.

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 Datum: 2011-10
 Publikationsstatus: Erschienen
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Titel: 28th Annual Scientific Meeting ESMRMB 2011
Veranstaltungsort: Leipzig, Germany
Start-/Enddatum: -

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