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. Author manuscript; available in PMC: 2019 Jan 30.
Published in final edited form as: Phys Med Biol. 2018 Jan 30;63(3):035020. doi: 10.1088/1361-6560/aaa1ca

Table 2.

Description of 44 computed image features in the initial feature pool

Image Feature Number Feature Description
Original FFDM image 1 – 3 Average and absolute difference of density values, and multiplication of above 2 features.
FGT map 4 – 7 Average and absolute difference of mean high density value, difference ratio and multiplication of the first 2 features.
8 – 10 Average and absolute difference of FGT volume, and multiplication of above two features.
11 – 13 Average and absolute difference of standard deviation of pixel values, and multiplication.
14 – 17 Average and absolute difference of skewness and kurtosis of pixel values.
Focal density map 18 – 21 Average and absolute difference of focal density value, difference ratio and multiplication of the first 2 features.
22 – 29 Average and absolute difference of mean, standard deviation, skewness, and kurtosis of detected and segmented focal density regions.
Local fluctuation map 29 – 33 Average of mean, standard deviation, skewness and kurtosis of pixel values.
34 – 37 Absolute difference of mean, standard deviation, skewness and kurtosis of pixel values.
38 – 41 Multiplication of average and absolute difference of mean, standard deviation, skewness and kurtosis of pixel values
DOG map 42 – 44 Average and absolute difference of mean pixel values, multiplication of above 2 features.