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Free-form registration involving disappearing structures : application to brachytherapy MRI

  • F.F. Berendsen
  • , A.N.T.J. Kotte
  • , A.A.C. Leeuw, de
  • , M.A. Viergever
  • , J.P.W. Pluim

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Samenvatting

Registration of two images is difficult if large deformations are induced due to the absence of a structure in one image. We propose a penalty term that minimizes the volume of the missing structure in one image during free-form registration. The registration optimum found is based on image similarity, provided that the missing volume is minimal. We demonstrate our method on cervical MR images for brachytherapy. The intrapatient registration problem involves one image in which a therapy applicator is present and one in which it is not. Experiments show improvement of registration when including the penalty term. The improvements of surface distance and overlap of the bladder and rectum (which are close to the applicator volume) provide proof of principle of our method. © 2013 Springer-Verlag.
Originele taal-2Engels
TitelAbdominal Imaging: Computation and Clinical Applications, 5th International Workshop on Abdominal Imaging: Computation and Clinical Applications
RedacteurenH. Yoshida, S. Warfield, M.W. Vannier
Plaats van productieBerlin
UitgeverijSpringer
Pagina's136-144
ISBN van geprinte versie978-3-642-41083-3
DOI's
StatusGepubliceerd - 2013
Evenement5th International Workshop on Computational and Clinical Applications in Abdominal Imaging (CCAA 2013) - Nagoya, Japan
Duur: 22 sep. 201322 sep. 2013

Publicatie series

NaamLecture Notes in Computer Science
Volume8198
ISSN van geprinte versie0302-9743

Workshop

Workshop5th International Workshop on Computational and Clinical Applications in Abdominal Imaging (CCAA 2013)
Verkorte titelCCAA 2013
Land/RegioJapan
StadNagoya
Periode22/09/1322/09/13
AnderWorkshop held in conjunction with the 16th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2013)

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