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