The field of medical screening is continuously benefiting from the adoption of artificial intelligence (AI). One particularly noteworthy application lies in the automated classification of red blood cells, a crucial task for pinpointing various blood-related disorders. AI algorithms, instructed on comprehensive datasets of red blood cell images, ca