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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

26 Citations (Scopus)

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 languageEnglish (US)
Title of host publicationProceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009
Pages274-277
Number of pages4
DOIs
StatePublished - 2009
Event2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009 - Boston, MA, United States
Duration: Jun 28 2009Jul 1 2009

Other

Other2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009
CountryUnited States
CityBoston, MA
Period6/28/097/1/09

Fingerprint

Angiography
Imaging techniques

Keywords

  • Angiography
  • Compressed sensing
  • Compressive sensing
  • MRI
  • Parallel Imaging

ASJC Scopus subject areas

  • Biomedical Engineering
  • Radiology Nuclear Medicine and imaging

Cite this

Trazasko, J. D., Haider, C. R., & 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). [5193037] https://doi.org/10.1109/ISBI.2009.5193037

Practical nonconvex compressive sensing reconstruction of highly-accelerated 3d parallel mr angiograms. / Trazasko, Joshua D; Haider, Clifton R; Manduca, Armando.

Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009. 2009. p. 274-277 5193037.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Trazasko, JD, Haider, CR & 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, 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
Trazasko JD, Haider CR, 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 https://doi.org/10.1109/ISBI.2009.5193037
Trazasko, Joshua D ; Haider, Clifton R ; 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
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