Please use this identifier to cite or link to this item: https://hdl.handle.net/1959.11/13379
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dc.contributor.authorFalzon, Gregoryen
dc.contributor.authorMurison, Robert Den
dc.contributor.authorPearson, Sen
dc.contributor.authorHall, Cen
dc.contributor.authorSiu, Ken
dc.contributor.authorSidhu, Sen
dc.contributor.authorWilkinson, Sen
dc.contributor.authorLewis, Ren
dc.date.accessioned2013-09-10T09:28:00Z-
dc.date.issued2007-
dc.identifier.citationMedical Applications of Synchrotron Radiation Conference Programen
dc.identifier.urihttps://hdl.handle.net/1959.11/13379-
dc.description.abstractSmall Angle X-ray Scattering (SAXS) patterns of breast tissue have been examined by the research community as a diagnostic of cancer for over a decade. In that time the relationship between the structure of collagen and the features present in the scattering pattern has been of considerable interest. These features include parameters such as the peak position, amorphous scatter content and the spectral characteristics of the scattering peaks. The spectral features of breast tissue SAXS patterns, in particular, hold great promise as a diagnostic tool. Features extracted using the wavelet transform allows the examination of the tissue structure over multiple length scales. Key features can then be identified that allow the discrimination of tissue type with all irrelevant information being filtered out. Analysis of a large data set of breast tissue SAXS patterns collected over 8 years of imaging at station 2.1 of the Daresbury Synchrotron Radiation Source demonstrates that accurate detection of malignancy can be achieved using breast tissue collagen SAXS patterns based upon the spectral features within the pattern. The classification models produced have provided understanding of important features in breast tissue SAXS patterns that are characteristic of malignancy and suggest new research directions in the field of coherent scatter imaging.en
dc.languageenen
dc.publisherCanadian Light Source Incen
dc.relation.ispartofMedical Applications of Synchrotron Radiation Conference Programen
dc.titleDiagnostic Features of Malignancy in Breast Tissue SAXS Patternsen
dc.typeConference Publicationen
dc.relation.conferenceMASR 2007: Medical Applications of Synchrotron Radiation Conferenceen
dc.subject.keywordsPattern Recognition and Data Miningen
dc.subject.keywordsCancer Diagnosisen
dc.subject.keywordsSynchrotrons; Accelerators; Instruments and Techniquesen
local.contributor.firstnameGregoryen
local.contributor.firstnameRobert Den
local.contributor.firstnameSen
local.contributor.firstnameCen
local.contributor.firstnameKen
local.contributor.firstnameSen
local.contributor.firstnameSen
local.contributor.firstnameRen
local.subject.for2008029904 Synchrotrons; Accelerators; Instruments and Techniquesen
local.subject.for2008080109 Pattern Recognition and Data Miningen
local.subject.for2008111202 Cancer Diagnosisen
local.subject.seo2008970101 Expanding Knowledge in the Mathematical Sciencesen
local.subject.seo2008920102 Cancer and Related Disordersen
local.subject.seo2008920203 Diagnostic Methodsen
local.profile.schoolSchool of Science and Technologyen
local.profile.schoolSchool of Science and Technologyen
local.profile.emailgfalzon2@une.edu.auen
local.profile.emailrmurison@une.edu.auen
local.output.categoryE3en
local.record.placeauen
local.record.institutionUniversity of New Englanden
local.identifier.epublicationsrecordune-20130909-231329en
local.date.conference26th - 30th August, 2007en
local.conference.placeSaskatoon, Canadaen
local.publisher.placeonlineen
local.contributor.lastnameFalzonen
local.contributor.lastnameMurisonen
local.contributor.lastnamePearsonen
local.contributor.lastnameHallen
local.contributor.lastnameSiuen
local.contributor.lastnameSidhuen
local.contributor.lastnameWilkinsonen
local.contributor.lastnameLewisen
dc.identifier.staffune-id:gfalzon2en
dc.identifier.staffune-id:rmurisonen
local.profile.orcid0000-0002-1989-9357en
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.profile.roleauthoren
local.identifier.unepublicationidune:13591en
dc.identifier.academiclevelAcademicen
dc.identifier.academiclevelAcademicen
local.title.maintitleDiagnostic Features of Malignancy in Breast Tissue SAXS Patternsen
local.output.categorydescriptionE3 Extract of Scholarly Conference Publicationen
local.relation.urlhttp://dmttest.usask.ca/masr2007/program.phpen
local.conference.detailsMASR 2007: Medical Applications of Synchrotron Radiation Conference, Saskatoon, Canada, 26th - 30th August, 2007en
local.search.authorFalzon, Gregoryen
local.search.authorMurison, Robert Den
local.search.authorPearson, Sen
local.search.authorHall, Cen
local.search.authorSiu, Ken
local.search.authorSidhu, Sen
local.search.authorWilkinson, Sen
local.search.authorLewis, Ren
local.uneassociationUnknownen
local.year.published2007en
local.date.start2007-08-26-
local.date.end2007-08-30-
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