I don't like the Oxford style myself - too many reminders of 'school shoes' or old-fashioned women - but I can see that heeled Oxfords have a unisex appearance and would go well with a suit, as you suggest. A safe bet if you stick with a fairly chunky (Cuban) heel rather than a stiletto.