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Welcom to Duy Khanh channel

This is the modified of CycleGAN model for AAPM dataset for CT image enhancement quality from quarter_dose to full_dose images.

CycleGAN model block diagram:

alt text

Image preprocessing transformation:

Transform to HU unit and truncated from -1000HU:

image = 1000*(image-0.0194)/0.0194

image = np.where(image<-1000,-1000,image)

image = image/4000

Image enhancement result

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