Extraction techniques are usually limited to a handful of established protocols unless you are dealing with an oddball herbals constituent that requires something extra to be removed from the plant sans all the stuff you don't want.
I don't know for sure, but it appears Icariin(s) can be isolated and purified without any "special" procedures as evidenced by the 50% and higher extracts available.