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Table 8 Precision of four-part 200-cell differential with three methods (AI algorithm and manually both on digital images and via light microscopy), as well as four-part 800-cell differential with AI algorithm

From: Comparison of Sysmex XN-V body fluid mode and deep-learning-based quantification with manual techniques for total nucleated cell count and differential count for equine bronchoalveolar lavage samples

 

Macrophages%

Lymphocytes %

Neutrophils %

Mast cells %

Manually microscope 200 cells

Manually image 200 cells

AI image 200 cells

AI image 800 cells

Manually microscope 200 cells

Manually image 200 cells

AI image 200 cells

AI image 800 cells

Manually microscope 200 cells

Manually image 200 cells

AI image 200 cells

AI image 800 cells

Manually microscope 200 cells

Manually image 200 cells

AI image 200 cells

AI image 800 cells

Sample No

1

Average %

24.2

22.5

20.4

19.7

64.6

72.7

66.4

66.5

9.7

12.1

12.1

12.5

1.6

1.4

1.1

1.3

CV%

31.4

23.8

23.6

17.7

9.9

26.8

7.4

6.0

31.9

37.3

22.1

4.7

57.8

72.0

62.5

22.7

2

Average %

48.4

46.7

44.5

44.0

45.2

47.6

47.3

47.2

4.8

4.8

6.6

7.2

1.6

1.5

1.5

1.6

CV%

19.8

15.6

17.5

12.8

18.4

19.4

17.2

10.5

51.8

21.3

28.2

19.6

73.1

48.7

35.2

26.2

3

Average %

39.4

28.9

26.7

34.1

53.7

66.0

62.6

56.4

3.1

5.3

7.6

6.0

3.8

3.0

3.1

3.6

CV%

25.5

41.0

31.4

10.5

17.4

13.7

11.4

4.7

51.8

37.9

36.4

14.2

39.7

22.3

28.6

23.0

  1. AI Artificial intelligence, CV Coefficient of variation