We know for planar Brownian motion, that conformal maps composed with Brownian motion are also Brownian motion (preserve distribution).

Does it follow for higher dimensions?

I think it follows for even dimensions because by looking at pair components, the distribution will be preserved and so the joint distribution will be too.

Thanks