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Development of wavelet de-noising technique for PET images.

机译:PET图像小波消噪技术的发展。

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摘要

Positron emission tomography (PET) imaging provides the functional information and precise physiological uptake of radioactivity in a patient's body. But the shortcoming of PET is low signal to noise ratio (SNR) due to photon noise. The noise may influence image quality, and cause the mistake of clinical interpretation. The purpose of this research is to develop a wavelet de-noising technique to reduce the noise of PET images. By processing the image through the optimum wavelet parameters we selected, we keep the resolution and contrast but reduce almost half of coefficient of variation in the region of interest of PET images.
机译:正电子发射断层扫描(PET)成像可为患者体内的放射性提供功能信息和精确的生理吸收。但是PET的缺点是由于光子噪声导致信噪比(SNR)低。噪声可能会影响图像质量,并导致临床解释错误。这项研究的目的是开发一种小波消噪技术以减少PET图像的噪声。通过选择最佳的小波参数处理图像,我们可以保持分辨率和对比度,但可以减少PET图像感兴趣区域中变化系数的近一半。

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