The field of medical assessment is continuously evolving from the implementation of artificial intelligence (AI). One particularly noteworthy application lies in the automatic classification of red blood cells, a crucial task for detecting various hematological disorders. AI algorithms, instructed on comprehensive datasets of red blood cell images,