What is Infant Eczema? Infant eczema or atopic dermatitis brings along other allergic conditions like hay fever and asthma, which increases the suffering of the baby. Normally during infancy, a baby may develop rashes on the face, in the creases of the hands and legs or on the neck, which is not infant eczema.