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Radiomics: the facts and the challenges of image analysis

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Figure

Fig. 1 Graphic representation of radiomic-feature clustering. This example graph displays the absolute value of the correlation coefficient(ranging from 0 to 1, on the right side, indicating increasing degree of correlation) between each pair of radiomic f
Fig. 2 Axial computed tomography images showing differences in the same acquisition plane between a contrast-enhanced (a) and anunenhanced image (b), as well as for different radiation doses, lower in (c), and higher in (d)
Fig. 3 Axial T2-weighted images of the pelvis, acquired keeping unchanged all the parameters, with only exception of the echo time, which wasclearly depicted by the signal of the bladder (white star), with higher and higher signal intensity from34 ms in (a), 90 ms in (b), and 134 ms in (c), showing that even one single parameter can change the signal intensity of tissues and fluids, as a to b to c

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