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Full diagram of the model for the generic processing operations of an ultrasound system [8].

Full diagram of the model for the generic processing operations of an ultrasound system [8].

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Figure 2: Full diagram of the model for the generic processing...
Figure 3: Example of the image pairs resulting from the method used:...
Figure 4: Example of a simulated noisy US image from the validation set...
Figure 5: Example of a real carotid US image from (left) and the output...
Values of peak signal-to-noise ratio and structural similarity in- dex...
Ultrasound denoising using the pix2pix GAN
Conference Paper
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  • Nov 2021
The use of ultrasound (US) as an imaging technique is essential for the diagnosis of atherosclerotic cardiovascular disease (ASCVD), which depends on US images of the carotid artery. However, US images are plagued by a specific type of noise called Speckle noise, which lowers image quality dramatically. As an attempt to improve US image quality, th...
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