The advent of deep learning has revolutionized medical diagnosis by enabling the automated detection computer vision hematology, of subtle abnormalities in various medical images. Specifically, researchers have leveraged the power of deep neural networks to recognize red blood cell anomalies, which can indicate underlying health conditions. These