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