Motion-robust MRI through real-time motion tracking and retrospective super-resolution volume reconstruction

Ali Gholipour, Martin Polak, Andre Van Der Kouwe, Erez Nevo, Simon K. Warfield

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

Abstract

Magnetic Resonance Imaging (MRI) is highly sensitive to motion; hence current practice is based on the prevention of motion during scan. In newborns, young children, and patients with limited cooperation, this commonly requires full sedation or general anesthesia, which is time consuming, costly, and is associated with significant risks. Despite progress in prospective motion correction in MRI, the use of motion compensation techniques is limited by the type and amount of motion that can be compensated for, the dependency on the scanner platform, the need for pulse sequence modifications, and/or difficult setup. In this paper we introduce a novel platform-independent motion-robust MRI technique based on prospective real-time motion tracking through a miniature magnetic field sensor and retrospective super-resolution volume reconstruction. The technique is based on fast 2D scans that maintain high-quality of slices in the presence of motion but are degraded in 3D due to inter-slice motion artifacts. The sensor, conveniently attached to the subject forehead, provides real-time estimation of the motion, which in turn gives the relative location of the slice acquisitions. These location parameters are used to compensate the inter-slice motion to reconstruct an isotropic high-resolution volumetric image from slices in a super-resolution reconstruction framework. The quantitative results obtained for phantom and volunteer subject experiments in this study show the efficacy of the developed technique, which is particularly useful for motion-robust high-resolution T2-weighted imaging of newborns and pediatric subjects.

Original languageEnglish (US)
Title of host publicationProceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
Pages5722-5725
Number of pages4
DOIs
StatePublished - 2011
Externally publishedYes
Event33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011 - Boston, MA, United States
Duration: Aug 30 2011Sep 3 2011

Other

Other33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011
CountryUnited States
CityBoston, MA
Period8/30/119/3/11

Fingerprint

Magnetic Resonance Imaging
Pediatrics
Motion compensation
Sensors
Magnetic fields
Imaging techniques
Experiments
Newborn Infant
Forehead
Magnetic Fields
Artifacts
General Anesthesia
Volunteers

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition
  • Signal Processing
  • Biomedical Engineering
  • Health Informatics

Cite this

Gholipour, A., Polak, M., Van Der Kouwe, A., Nevo, E., & Warfield, S. K. (2011). Motion-robust MRI through real-time motion tracking and retrospective super-resolution volume reconstruction. In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS (pp. 5722-5725). [6091385] https://doi.org/10.1109/IEMBS.2011.6091385

Motion-robust MRI through real-time motion tracking and retrospective super-resolution volume reconstruction. / Gholipour, Ali; Polak, Martin; Van Der Kouwe, Andre; Nevo, Erez; Warfield, Simon K.

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2011. p. 5722-5725 6091385.

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

Gholipour, A, Polak, M, Van Der Kouwe, A, Nevo, E & Warfield, SK 2011, Motion-robust MRI through real-time motion tracking and retrospective super-resolution volume reconstruction. in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS., 6091385, pp. 5722-5725, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011, Boston, MA, United States, 8/30/11. https://doi.org/10.1109/IEMBS.2011.6091385
Gholipour A, Polak M, Van Der Kouwe A, Nevo E, Warfield SK. Motion-robust MRI through real-time motion tracking and retrospective super-resolution volume reconstruction. In Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2011. p. 5722-5725. 6091385 https://doi.org/10.1109/IEMBS.2011.6091385
Gholipour, Ali ; Polak, Martin ; Van Der Kouwe, Andre ; Nevo, Erez ; Warfield, Simon K. / Motion-robust MRI through real-time motion tracking and retrospective super-resolution volume reconstruction. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2011. pp. 5722-5725
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