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Image Translation of Breast Ultrasound to Pseudo Anatomical Display by CycleGAN
4. Discussion Ultrasound is a common and affordable imaging technique that provides real-time imaging without the use of harmful ionizing radiation. It is often used in real-time during surgery, but its images can be challenging to interpret due to their relatively poor quality. The obtained images are characterized by a granulated appearance, a low signal-to-noise ratio, and substantial speckle noise. Furthermore, their quality is highly dependent on the operator’s skills.
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