How to repair a closed-stringer staircase?
The easiest way IMO, would be to cut the nosing off the treads flush with the risers then just install new risers in front of the old, flush with the top of the old tread and install new thread on top of the old.

Removing the old treads and replacing them is not a simple/easy task, it can be done though.