The field of medical assessment is continuously progressing from the integration of artificial intelligence (AI). One particularly promising application lies in the automatic classification of red blood cells, a crucial task for identifying various circulatory disorders. AI algorithms, instructed on comprehensive datasets of red blood cell images,