Better still, soak them 15 minutes in a 1:100 solution of household bleach then rinse well.
And while you are at it soak your hands at the same time. You've already touched the vegetables at least twice.
Then go disinfect the steering wheel of you car you drove home from the grocery store, and soak your car and door keys as well. Make sure you don't forget the car and house door handles...
Thanks!