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Photometric Transformer Networks and Label Adjustment for Breast Density Prediction

Photometric Transformer Networks and Label Adjustment for Breast Density Prediction

Grading breast density is highly sensitive to normalization settings of digital mammogram as the density is tightly correlated with the distribution of pixel intensity. Also, the grade varies with readers due to uncertain grading criteria. These issues are inherent in the density assessment of digital mammography. They are problematic when …