Fever is common in toddlers and usually resolves on its own. At times, a rash can develop after the fever passes. Causes of a rash after fever in toddlers include roseola, scarlet fever, fifth disease, and hand, foot, and mouth disease. Learn about these common childhood illnesses and when to see a doctor here.