Practical nonconvex compressive sensing reconstruction of highly-accelerated 3d parallel mr angiograms

Joshua Trzasko; Clifton Haider; Armando Manduca

doi:10.1109/ISBI.2009.5193037

Practical nonconvex compressive sensing reconstruction of highly-accelerated 3d parallel mr angiograms

Joshua Trzasko, Clifton Haider, Armando Manduca

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

27 Scopus citations

Abstract

In this work, a nonconvex Compressive Sensing model targeted at true 3D reconstructions of highly undersampled MR angiograms acquired with parallel imaging is proposed. When combined with the Max-CAPR acquisition sequence, it is demonstrated that high quality, non-view-shared, 3D images of the contrast-filled neurovasculature can be acquired (at acceleration factors exceeding the number of coils) in just over 2 seconds and reconstructed in as few as 14 minutes on a high-performance workstation.

Original language	English (US)
Title of host publication	Proceedings - 2009 IEEE International Symposium on Biomedical Imaging
Subtitle of host publication	From Nano to Macro, ISBI 2009
Pages	274-277
Number of pages	4
DOIs	https://doi.org/10.1109/ISBI.2009.5193037
State	Published - 2009
Event	2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009 - Boston, MA, United States Duration: Jun 28 2009 → Jul 1 2009

Publication series

Name	Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009

Other

Other	2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009
Country/Territory	United States
City	Boston, MA
Period	6/28/09 → 7/1/09

Keywords

Angiography
Compressed sensing
Compressive sensing
MRI
Parallel Imaging

ASJC Scopus subject areas

Biomedical Engineering
Radiology Nuclear Medicine and imaging

Access to Document

10.1109/ISBI.2009.5193037

Cite this

Trzasko, J., Haider, C., & Manduca, A. (2009). Practical nonconvex compressive sensing reconstruction of highly-accelerated 3d parallel mr angiograms. In Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009 (pp. 274-277). Article 5193037 (Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009). https://doi.org/10.1109/ISBI.2009.5193037

Practical nonconvex compressive sensing reconstruction of highly-accelerated 3d parallel mr angiograms. / Trzasko, Joshua ; Haider, Clifton ; Manduca, Armando.
Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009. 2009. p. 274-277 5193037 (Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009).

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

Trzasko, J , Haider, C & Manduca, A 2009, Practical nonconvex compressive sensing reconstruction of highly-accelerated 3d parallel mr angiograms. in Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009., 5193037, Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009, pp. 274-277, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009, Boston, MA, United States, 6/28/09. https://doi.org/10.1109/ISBI.2009.5193037

Trzasko J , Haider C , Manduca A. Practical nonconvex compressive sensing reconstruction of highly-accelerated 3d parallel mr angiograms. In Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009. 2009. p. 274-277. 5193037. (Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009). doi: 10.1109/ISBI.2009.5193037

Trzasko, Joshua ; Haider, Clifton ; Manduca, Armando. / Practical nonconvex compressive sensing reconstruction of highly-accelerated 3d parallel mr angiograms. Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009. 2009. pp. 274-277 (Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009).

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Practical nonconvex compressive sensing reconstruction of highly-accelerated 3d parallel mr angiograms

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Keywords

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