Per gigawatt-hour, nuclear power as it stands may very well be the safest power source that we have got already. The biggest hurdle is irrational fear and the regulatory barriers consequent.
I do not mean to imply that there are less fatalities from other energy sources, especially since those harming the environment might cause the end of us all. It's much like the fear of flying, it is safer, but if something happens you cannot run nor stir to the side, you are completely of control and the outcome will be most certainly fatal.