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