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