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22 May 2020 Validation of a statistical method for low contrast detectability as a simple tool for QC in digital mammography
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Proceedings Volume 11513, 15th International Workshop on Breast Imaging (IWBI2020); 115131K (2020) https://doi.org/10.1117/12.2563987
Event: Fifteenth International Workshop on Breast Imaging, 2020, Leuven, Belgium
Abstract
The aim of this work was to validate an innovative and simplified method for threshold contrast evaluation in digital mammography based on a single exposure of a homemade test tool. A homogeneous region was used to calculate threshold contrast for details of varying size with a statistical approach. An included aluminium step wedge permitted to express the threshold contrast also as an absolute quantity in terms of mm Al. The method has been applied to 9 mammography systems from 5 vendors with different acquisition geometries and detector characteristics in a variety of exposure setups. MTF data were used to correct statistical threshold contrast results for different spatial resolution properties. Validation of the statistical method was carried out as comparison with the widespread method of CDMAM image analysis. Threshold contrasts LCth obtained with the two methods showed good correspondence. For all systems the ratio, averaged over all exposure conditions, laid within ± 15% from the mean. With respect to the overall figure of merit IQFinv a linear correlation between the two methods was demonstrated in every unit (r > 0.94 units 1-8, r = 0.89 unit 9). The ratio between the IQFinv values determined with CDMAM analysis and the statistical analysis was calculated for every exposure condition and averaged for each system. Theses average ratios laid within ± 10% from the mean IQFinv determined from all units. This is equivalent to a universal angular coefficient between the IQFinv determined with the two methods, valid for all systems. Finally, mean LCth ratio values calculated from all data were used to propose reference values for acceptable and achievable threshold contrasts LCth expressed in terms of mm of aluminium, in analogy to threshold contrasts in terms of gold thickness for CDMAM evaluation.
© (2020) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Raffaele Villa, Nadia Oberhofer, and Nicoletta Paruccini "Validation of a statistical method for low contrast detectability as a simple tool for QC in digital mammography", Proc. SPIE 11513, 15th International Workshop on Breast Imaging (IWBI2020), 115131K (22 May 2020); https://doi.org/10.1117/12.2563987
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