The field of medical screening is continuously evolving from the adoption of artificial intelligence (AI). One particularly promising application lies in the programmed classification of red blood cells, a crucial task for detecting various circulatory disorders. AI algorithms, trained on extensive datasets of red blood cell images, can accurately