What is the difference between radiation, chemotherapy and dialysis?

I know radiation and chemotherapy are mainly for cancer but what is dialysis for? I'm curious to know the difference. Both my parents (in their 70s now) have battled cancer and have gone through radiation but no chemo (thankfully). I have no clue what they do in radiation or chemotherapy and want to know.