The field of medical assessment is continuously benefiting from the integration of artificial intelligence (AI). One particularly significant application lies in the automated classification of red blood cells, a crucial task for pinpointing various circulatory disorders. AI algorithms, educated on comprehensive datasets of red blood cell images, c