Ardian Cahya Septianto

Hierarchical Multi-Head Deep Learning for Robust Malaria Detection in Blood Smear Images

Microscopy-based malaria diagnosis remains the primary standard in many endemic regions; however, its accuracy depends heavily on blood smear quality and the expertise of microscopists. Most current deep learning approaches perform direct cell classification without incorporating clinical examination workflows, which i...