High-Efficiency Classification of White Blood Cells Based on Object Detection

Table 1

3D models, normal concentration ranges, and morphological characteristics for various subtypes of WBCs.

Subtype of WBC		3D model [1]	Content (%)	Morphological characteristics
Granulocytes	Neutrophil		50∼60	Consist of a multilobed nucleus; the number of lobes can be 2–5; stained in natural pink color.
	Eosinophil			Have a two-lobed nucleus; stained in brick-red in acidic stains
	Basophil			Contain large cytoplasmic granules which obscure the cell nucleus under the microscope when stained.
Monocytes			2∼10	Amoeboid in appearance; have nongranulated cytoplasm.
Lymphocytes	B-cell		20∼30	Have a large, dark-staining nucleus with little cytoplasm; a coarse and dense nucleus approximately the size of a red blood cell (RBC).
	T-cell