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dc.contributor.authorAkwo, Judith David
dc.date.accessioned2025-09-29T05:03:46Z
dc.date.available2025-09-29T05:03:46Z
dc.date.issued2025en
dc.identifier.urihttps://hdl.handle.net/2123/34343
dc.descriptionIncludes publication
dc.description.abstractAim: Many screening programs store screening mammograms for future reference. This thesis examined the influence of prior mammograms on the efficacy of screening mammography interpretation. Methods: The three original studies were conducted using cases from the BreastScreen Reader Assessment Strategy (BREAST) platform. In the first study, eight radiologists independently interpreted 72 screening mammograms with and without prior mammograms in two reading sessions. In the second study, 13 radiographers interpreted two sets (“Prior” and “No prior”) of mammograms. Reader performances with prior mammograms versus without prior mammograms were compared. In the third study, a secondary analysis was undertaken to assess the influence that prior mammograms have on the detection of different breast lesion types. Performance analyses for each lesion type were conducted separately for radiologists/breast physicians and radiographers. Statistical significance was defined as p ≤ 0.05. Results: Prior mammograms improved radiologists’ specificity in dense and non-dense breasts (p≤0.01) and reduced false positives (p=0.01) but had no effect on sensitivity (p=0.37), lesion sensitivity (p=0.67), ROC (p=0.16), and JAFROC (p=0.24). Access to prior mammograms also improved radiographers’ specificity (p=0.002), ROC (p=0.003), and JAFROC (p=0.01) and reduced false positives (p=0.002) without affecting sensitivity (p=0.70) and lesion sensitivity (p=0.82). Both radiologists and radiographers’ performances were not influenced by breast density or their characteristics. Prior mammograms marginally improved radiologists’ detection of stellate/spiculated lesions. Conclusions: Access to prior mammograms improves the ability to discriminate between normal and abnormal mammograms and reduces false positive decisions without affecting the detection of breast cancer, regardless of the characteristics of the mammogram reader and breast density.en
dc.language.isoenen
dc.subjectPrior mammogramsen
dc.subjectPrevious mammogramsen
dc.subjectDiagnostic performanceen
dc.subjectObserver performanceen
dc.subjectScreening mammographyen
dc.subjectObserver performance evaluationen
dc.titleImpact of prior mammograms on observer performance in screening mammographyen
dc.typeThesis
dc.type.thesisDoctor of Philosophyen
dc.rights.otherThe author retains copyright of this thesis. It may only be used for the purposes of research and study. It must not be used for any other purposes and may not be transmitted or shared with others without prior permission.en
usyd.facultySeS faculties schools::Faculty of Medicine and Healthen
usyd.departmentHealth Sciencesen
usyd.degreeDoctor of Philosophy Ph.D.en
usyd.awardinginstThe University of Sydneyen
usyd.advisorReynolds, Tess
usyd.include.pubYesen


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