Diagnosing drug allergies in neonates can be challenging due to the immaturity of their immune system and the non-specific nature of symptoms. Diagnosis typically involves a combination of clinical history, physical examination, and sometimes, specialized tests such as skin testing or blood tests to measure specific IgE antibodies. However, these tests are not always reliable in neonates.