Tumor-induced structural and radiometric asymmetry in brain images

Peter Lorenzen, Sarang Joshi, Guido Gerig, Elizabeth Bullitt

    Research output: Contribution to conferencePaper

    Abstract

    This paper presents a general framework for analyzing structural and radiometric asymmetry in brain images. In a healthy brain, the left and right hemispheres are largely symmetric across the mid-sagittal plane. Brain tumors may belong to one or both of the following categories: mass-effect, in which the diseased tissue displaces healthy tissue; and infiltrating, in which healthy tissue has become diseased. Mass-effect brain tumors cause structural asymmetry by displacing healthy tissue, and may cause radiometric asymmetry in adjacent normal structures due to edema. Infiltrating tumors have a different radiometric response from healthy tissue. Thus, structural and radiometric asymmetries across the mid-sagittal plane in brain images provide important cues that tumors may be present. We have developed a framework that registers images with their reflections across the mid-sagittal plane. The registration process accounts for tissue displacement through large deformation image warping. Radiometric differences are taken into account through an additive intensity field. We present an efficient multi-scale algorithm for the joint estimation of structural and radiometric asymmetry.

    Original languageEnglish (US)
    Pages163-170
    Number of pages8
    StatePublished - 2001
    EventWorkshop on Mathematical Methods in Biomedical Image Analysis MMBIA 2001 - Kauai, HI, United States
    Duration: Dec 9 2001Dec 10 2001

    Other

    OtherWorkshop on Mathematical Methods in Biomedical Image Analysis MMBIA 2001
    CountryUnited States
    CityKauai, HI
    Period12/9/0112/10/01

    Keywords

    • Brain symmetry analysis
    • Deformable image mapping
    • Medical image analysis
    • Plane of symmetry estimation

    ASJC Scopus subject areas

    • Analysis

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  • Cite this

    Lorenzen, P., Joshi, S., Gerig, G., & Bullitt, E. (2001). Tumor-induced structural and radiometric asymmetry in brain images. 163-170. Paper presented at Workshop on Mathematical Methods in Biomedical Image Analysis MMBIA 2001, Kauai, HI, United States.