The realm of medical screening is continuously evolving from the implementation of artificial intelligence (AI). One particularly promising application lies in the automated classification of red blood cells, a crucial task for pinpointing various hematological disorders. AI algorithms, educated on comprehensive datasets of red blood cell images, c