The field of medical assessment is continuously progressing from the adoption of artificial intelligence (AI). One particularly significant application lies in the automatic classification of red blood cells, a crucial task for pinpointing various blood-related disorders. AI algorithms, educated on extensive datasets of red blood cell images, can p