The domain of medical diagnosis 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 detecting various circulatory disorders. AI algorithms, instructed on comprehensive datasets of red blood cell images, c