Yes! Wash the brussels sprouts thoroughly under cold water, then pat them dry. Cut off the stem end and remove any yellow or damaged outer leaves. Slice them in half for even cooking. Substitute them for the baby potatoes. You will place them on the sheet pan at the same time as the chicken. Brussel sprouts will tak 20-25 minutes to brown at 425°F.