The domain of medical diagnosis is continuously benefiting from the adoption of artificial intelligence (AI). One particularly significant application lies in the automatic classification of red blood cells, a crucial task for pinpointing various hematological disorders. AI algorithms, instructed on extensive datasets of red blood cell images, can