Semiconductor fins of a monolithic semiconductor structure are electrically isolated using a dielectric material at the bottoms of the fins. Relatively tall semiconductor fins can be fabricated at a relatively narrow fin pitch while avoiding mechanical instability. The semiconductor fins are grown on sidewalls of semiconductor mandrels and over a dielectric layer. The semiconductor fins are supported during mandrel removal to provide mechanical stability. The semiconductor fins can be employed as channel regions of FinFET devices.