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hey guys youre watching Python tutorial videos on my youtube channel Python for microscopy so in this tutorial Im gonna talk about denoising MRI images although this applies to CT or microscopy images equally now the reason Im recording this video is a few of you asked specifically for MRI denoising especially when I was covering the auto encoder based denoising now using deep learning for denoising especially MRI images I should say is still a new and emerging field so I dont expect things to change overnight so I really do not like to focus a lot on deep learning aspects so this tutorial is specifically focused on the traditional ways that MRI images are denied and these are fast most of the time these are much better than what deep learning can offer now these techniques also apply to CT and microscopy like I mentioned but putting MRI under focus in fact I do have a reason for putting MRI under focus here because for microscopy images lets say or industrial CT type of images w