How to identify noise in medical image?

in preprocessing of an image, first we have to identify whether an image having noise or not. if so we have use filtering technique to reduce noise effects in image. first of all how to identify noise in an image? is there any measure for identifying noise especially for medical image for further procesing namely segmentation?

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