The field of medical diagnosis is continuously evolving 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, educated on extensive datasets of red blood cell images, can precise