Well, to be honest I didn't as a kid. They were too peppery sometimes when in season...but now it's a different saute pan of veggies.
The pepper taste diminishes when radishes are cooked and combined with the spinach, garlic and onions it's totally addicting.
Sauteed Radish and Greens Recipe