Before you can 'edit' a scaned page you will need to get an OCR aplication.
OCR = Optical Character Recognition, A program that turns a 'picture of a page of text' into 'text'.
Some OCR listed click here but i would expect your scanner to have come with some OCR software. Perhaps it did, and you did not install it, as you did not know what it was. Ring any bells?