Recent advancements with computer vision have revolutionized automated erythrocyte classification for hematology. Deep learning algorithms are capable of analyze microscopic images containing erythrocytes with remarkable accuracy. These algorithms are trained on large datasets with labeled erythrocyte images, enabling them and thus distinguish betw