Construction of an average CT brain image for brain infarct pattern comparison

C. Jongen, J.P.W. Pluim, M.A. Viergever, W.J. Niessen

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Abstract

An average CT brain image is constructed to serve as a reference frame for intersubject comparison. The use of an average brain image prevents bias resulting from registration to a single patient image. The average CT brain image is constructed from a large number of images by means of rigid registration with scaling, and with normalized mutual information as the registration measure. The construction proceeds in two steps. First a temporary average image is constructed based on a small subset of images. Then this image is used as the reference image for the construction of the average CT brain image. It is shown that registration to the average CT brain image is consistent and effective for the registration of new CT images. Furthermore, registration of new CT images to the average CT brain image outperforms registration to a single patient image.
Original languageEnglish
Title of host publicationCARS 2002 Computer Assisted Radiology and Surgery
Subtitle of host publicationProceedings of the 16th International Congress and Exhibition Paris, June 26–29,2002
EditorsH.U. Lemke, K. Inamura, K. Doi, M.W. Vannier, A.G. Farman, J.H.C. Reiber
Place of PublicationBerlin
PublisherSpringer
Pages425-429
ISBN (Print)3-540-43655-3
DOIs
Publication statusPublished - 2002
Externally publishedYes

Keywords

  • atlas
  • average brain
  • intersubject comparison

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