Viral rashes in babies, toddlers and kids are caused by a variety of different viruses. These infections include fifth disease, roseola, chickenpox, measles, rubella, molluscum contagiosum and hand, foot and mouth disease. Fifth disease: Fifth disease is also called slapped cheek (slap face) disease.