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Table 2 Summary of comparison metrics from comparing unedited deep learning-based auto-segmented contours and final treatment approved contours for central nervous system, head and neck, and prostate organs at risk and clinical target volumes (CTV)

From: Implementation of deep learning-based auto-segmentation for radiotherapy planning structures: a workflow study at two cancer centers

Structure

Number

95% Hausdorff distance (mm)

Dice similarity coefficient

Median (range)

Mean

Median (range)

Mean

Brainstem

56

1.31 (0–7.76)

1.87

0.98 (0.72–1)

0.94

Left Globe

48

0.76 (0–3.27)

1.06

0.98 (0.86–1)

0.97

Right Globe

47

0.62 (0–3.5)

1.03

0.98 (0.85–1)

0.97

Optic Chiasm

30

5.35 (0–10.63)

5.13

0.47 (0.15–1)

0.55

Left Optic Nerve

32

1.73 (0–7.36)

1.86

0.89 (0.61–1)

0.86

Right Optic Nerve

33

1.19 (0–7.99)

1.76

0.94 (0.54–1)

0.87

Spinal Cord

38

0.72 (0–3.81)

1.13

0.97 (0.64–1)

0.91

Left Parotid

35

2.53 (0.21–8.74)

2.93

0.94 (0.78–0.99)

0.93

Right Parotid

35

2.77 (0.22–7.64)

2.96

0.95 (0.82–0.99)

0.94

Left Submandibular

20

2.22 (0.26–7.56)

2.51

0.96 (0.66–0.99)

0.93

Right Submandibular

23

2.34 (0.25–6.87)

2.00

0.95 (0.78–0.99)

0.94

Mandible

34

1.56 (0–2.98)

1.47

0.96 (0.85–1)

0.96

Bladder

71

0.64 (0–19.54)

1.51

0.99 (0.92–1)

0.99

Left Femoral Head

71

1.27 (0–7.24)

1.48

0.99 (0.93–1)

0.98

Right Femoral Head

71

1.28 (0–8.88)

1.77

0.99 (0.93–1)

0.98

Prostate

51

4.26 (0.2–50.15)

6.29

0.9 (0.18–1)

0.88

Rectum

71

3.04 (0–17.3)

4.76

0.95 (0.77–1)

0.93