I ususally do that toward the end of the season to stop new ones from developing that I know won't make it to ripen before the frost. But I ususally get two or more per vine. You'd surely get less melons, but maybe bigger ones. Might be worth a try.
Politicians are like diapers, they need to be changed often, and for the same reason.