Transistors with self-aligned source/drain regions a gate structure embedded in a substrate; self-aligned source and drain contacts embedded in the substrate around the gate structure; and a channel layer over the gate structure and self-aligned source and drain contacts. The source and drain contacts extend above the channel layer.