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Out-of-Plane Motion Compensation in Cine-MRI

  • Mehmet Yigitsoy
  • Sonja Kirchhoff
  • Maximilian F. Reiser
  • Nassir Navab
Part of the Lecture Notes in Computer Science book series (LNCS, volume 7601)

Abstract

Significant socio-economic burden of colonic motility disorders necessitates in-depth analysis of this pathology. Current analysis techniques are based on diameter measurements of colonic lumen on cine-MR images. Interleaved multi-plane acquisition makes it difficult to perform simultaneous measurements on the line of plane intersections due to the out-of-plane motion (OPM) caused by respiration affecting the underlying anatomy. Low temporal acquisition rate and dark-banding artifact are the challenging factors for OPM compensation. In this paper, we propose the use of manifold learning in combination with in-plane motion tracking for estimating OPM. We evaluate the effectiveness of our approach on 8 MR patient data sets. Experimental results show the good performance of our approach. The proposed method is independent of the acquisition rate and is not limited to this specific application.

Keywords

Motion compensation manifold learning motility functional cine magnetic resonance imaging 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  • Mehmet Yigitsoy
    • 1
  • Sonja Kirchhoff
    • 2
  • Maximilian F. Reiser
    • 2
  • Nassir Navab
    • 1
  1. 1.Computer Aided Medical ProceduresTechnische Universität MünchenGermany
  2. 2.Institute of Clinical RadiologyKlinikum der Universität MünchenGermany

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