The diagnosis of drug-induced pancreatitis involves a thorough medical history and clinical evaluation to rule out other causes of pancreatitis. A temporal relationship between the initiation of a medication and the onset of symptoms is crucial. Discontinuation of the suspected drug often leads to resolution of symptoms, further supporting the diagnosis.