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[Laughter] hi thanks for joining me on this channel here which is about image processing image analysis some science chat and other stuff um going to break all the rules of youtube in this one because iamp;#39;m making a video here that absolutely nobody has asked me to do but itamp;#39;s a neat little trick that hopefully you might find useful so the image that youamp;#39;re looking at here is one of the first image analysis routines that i was ever shown by an old friend matt nielsen who i worked with many years ago youamp;#39;ll see in box one we have a very grainy poor quality image itamp;#39;s a cell expressing some receptors very low concentration of the drug and so the image quality is not great but the but the drug concentration needs to be low in order to maintain selectivity okay long story but weamp;#39;ve got a noisy image we go through a process of making a mask and then extracting the data under the mask and then if you look at box 6 youamp;#39;ll s