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Abstract: Tract Orientation Mapping for Bundle-Specific Tractography

  • Jakob WasserthalEmail author
  • Peter F. Neher
  • Klaus H. Maier-Hein
Conference paper
Part of the Informatik aktuell book series (INFORMAT)

Zusammenfassung

While the major white matter tracts are of great interest to numerous studies in neuroscience and medicine, their manual dissection in larger cohorts from diffusion MRI tractograms is time-consuming, requires expert knowledge and is hard to reproduce. Tract orientation mapping (TOM) is a novel concept that facilitates bundle-specific tractography based on a learned mapping from the original fiber orientation distribution function (fODF) peaks to a list of tract orientation maps (also abbr. TOM). Each TOM represents one of the known tracts with each voxel containing no more than one orientation vector.

Literatur

  1. 1.
    Wasserthal J, Neher PF, Maier-Hein KH; Springer. Tract orientation mapping for bundle-specific tractography. Proc MICCAI. 2018; p. 36–44.Google Scholar

Copyright information

© Springer Fachmedien Wiesbaden GmbH, ein Teil von Springer Nature 2019

Authors and Affiliations

  • Jakob Wasserthal
    • 1
    • 2
    Email author
  • Peter F. Neher
    • 1
  • Klaus H. Maier-Hein
    • 1
    • 3
  1. 1.Division of Medical Image ComputingGerman Cancer Research Center (DKFZ)HeidelbergDeutschland
  2. 2.Medical FacultyHeidelberg UniversityHeidelbergDeutschland
  3. 3.Section for Automated Image AnalysisHeidelberg University HospitalHeidelbergDeutschland

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