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