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