I remember in the 1970s when some parts of Utah had unusually high cancer rates, blamed on residual effects of the radiation 20 years before. Which is the most likely real threat to most people from radiation. 20 years is a long time in an apocalypse.
Hiroshima and Nagasaki are both thriving cities and were just months after their bombs.