You could try the color swapper. Or try the Magic wand, and then the bucket tool.
You could also if the signature is black, use the grey scale option, to turn the yellow into a white without affecting the black.
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Ignorance is not necessarily Bliss, case in point:
Unknown has caused an Unknown Error on Unknown and must be shutdown to prevent damage to Unknown.