The classification of normal screening mammograms

Zoey Z. Y. Ang, Mohammad A. Rawashdeh, Robert Heard, Patrick C. Brennan, Warwick Lee, Sarah J. Lewis

Research output: Chapter in Book / Conference PaperConference Paperpeer-review

1 Citation (Scopus)

Abstract

Rationale and objectives: To understand how breast screen readers classify the difficulty of normal screening mammograms using common lexicon describing normal appearances. Cases were also assessed on their suitability for a single reader strategy. Materials and Methods: 15 breast readers were asked to interpret a test set of 29 normal screening mammogram cases and classify them by rating the difficulty of the case on a five-point Likert scale, identifying the salient features and assessing their suitability for single reading. Using the False Positive Fractions from a previous study, the 29 cases were classified into 10 "low", 10 "medium" and nine "high" difficulties. Data was analyzed with descriptive statistics. Spearman's correlation was used to test the strength of association between the difficulty of the cases and the readers' recommendation for single reading strategy. Results: The ratings from readers in this study corresponded to the known difficulty level of cases for the 'low' and 'high' difficulty cases. Uniform ductal pattern and density, symmetrical mammographic features and the absence of micro-calcifications were the main reasons associated with 'low' difficulty cases. The 'high' difficulty cases were described as having `dense breasts'. There was a statistically significant negative correlation between the difficulty of the cases and readers' recommendation for single reading (r = -0.475, P = 0.009). Conclusion: The findings demonstrated potential relationships between certain mammographic features and the difficulty for readers to classify mammograms as 'normal'. The standard Australian practice of double reading was deemed more suitable for most cases. There was an inverse moderate association between the difficulty of the cases and the recommendations for single reading.
Original languageEnglish
Title of host publicationProceedings of SPIE: Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, 2-3 March 2016, San Diego, California, United States
PublisherSPIE
Number of pages6
ISBN (Print)9781510600225
DOIs
Publication statusPublished - 2016
EventMedical Imaging (Conference : SPIE) -
Duration: 15 Feb 2021 → …

Publication series

Name
ISSN (Print)1605-7422

Conference

ConferenceMedical Imaging (Conference : SPIE)
Period15/02/21 → …

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