Methods are provided for fabricating integrated circuits. One method includes etching a plurality of trenches into a silicon substrate and filling the trenches with an insulating material to delineate a plurality of spaced apart silicon fins. A layer of undoped silicon is epitaxially grown to form an upper, undoped region of the fins. Dummy gate structures are formed overlying and transverse to the plurality of fins and a back fill material fills between the dummy gate structures. The dummy gate structures are removed to expose a portion of the fins and a high-k dielectric material and a work function determining gate electrode material are deposited overlying the portion of the fins. The back fill material is removed to expose a second portion and metal silicide contacts are formed on the second portion. Conductive contacts are then formed to the work function determining material and to the metal silicide.