That's only true if the TH350 has a 9" tailshaft, which is somewhat rare. With the more common 12" tailshaft you will need to shorten the drive shaft and relocate the crossmember.
However, a 2004R is the exact same length as a TH350 with 12" tailshaft.
Here's another chart...