SD Cards are serial in nature. The pce is parallel.
To use SD cards, you would have to build 2 serial-parallel circuits (one for adresses, one for data) and a clock circuit running about 8x as fast as the pce. Not to mention the latches and such you would need.
Now you might do it with a compact flash card....Charlie has done that, iirc.