Diagnosing Thalassemias. Doctors diagnose thalassemias using blood tests, including a complete blood count (CBC) and special hemoglobin tests. A CBC measures the amount of hemoglobin and the different kinds of blood cells, such as red blood cells, in a sample of blood. People who have thalassemias have fewer healthy red blood cells and less hemoglobin than ….