Yes, that bike would use standard parts. The frame's 1020 steel is pretty far down the pecking order, so you may not want to dump a lot of $ into it, though. Looks like a good cleaning would go a long way on that bike.

Cleaning, maybe new cables, probably new tubes, tires and you're ready to ride.