The field of medical diagnosis is continuously benefiting from the adoption of artificial intelligence (AI). One particularly promising application lies in the automated classification of red blood cells, a crucial task for detecting various hematological disorders. AI algorithms, instructed on large datasets of red blood cell images, can precisely