Temporal analysis of mammograms based on graph matching

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    5 Citations (Scopus)

    Abstract

    A method is proposed for detecting masses in screening mammograms by analyzing changes between current and previous mammograms. The method uses graph matching in order to circumvent the problem of registering images of the same breast taken up to three years apart. Ninety five temporal pairs of images were separated into a training set (51 pairs) and a testing set (44 pairs). A small increase in performance, as measured by the area under the ROC curve, was found for the testing set when detection rates with graph matching were compared to detection rates without graph matching.
    Original languageEnglish
    Title of host publicationDigital Mammography
    Subtitle of host publication9th International Workshop, IWDM 2008 Tucson, AZ, USA, July 20-23, 2008 Proceedings
    EditorsElizabeth A Krupinski
    Place of PublicationBerlin
    PublisherSpringer
    Pages89-92
    Number of pages4
    ISBN (Electronic)978-3-540-70538-3
    ISBN (Print)978-3-540-70537-6
    DOIs
    Publication statusPublished - 2008
    Event9th International Workshop on Digital Mammography - Tucson, United States
    Duration: 20 Jul 200823 Jul 2008

    Publication series

    NameLecture Notes in Computer Science
    PublisherSpringer
    Volume5116

    Workshop

    Workshop9th International Workshop on Digital Mammography
    Country/TerritoryUnited States
    CityTucson
    Period20/07/0823/07/08

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