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Table 2 Main baseline demographics and clinical characteristics of patients in the cohorts

From: Automatic segmentation of hepatic metastases on DWI images based on a deep learning method: assessment of tumor treatment response according to the RECIST 1.1 criteria

 

Initial cohort

Validation cohort

P value

Characteristics

Training dataset

(n = 52)

Validation dataset

(n = 17)

Testing dataset

(n = 17)

P value

Total

(n = 86)

(n = 30)

 

Age(y)

61 ± 10

58 ± 11

59 ± 11

0.737

60 ± 11

59 ± 10

0.592

Gender [N (%)]

   

0.398

  

0.071

    Male

21(40.38%)

10 (58.82%)

7 (41.18%)

 

38 (44.19%)

19 (63.33%)

 

    Female

31(59.62%)

7 (41.18%)

10 (58.82%)

 

48 (55.81%)

11 (36.67%)

 

Location of the primary tumor [N (%)]

   

0.992

  

0.135

    Rectal cancer

10 (19.23%)

4 (23.53%)

2 (11.76%)

 

16 (18.60%)

8 (26.67%)

 

    Colon cancer

16 (30.77%)

5 (29.41%)

6 (35.29%)

 

27 (31.40%)

7 (23.33%)

 

    Breast cancer

8 (15.38%)

2 (11.76%)

2 (11.76%)

 

12 (13.95%)

3 (10.00%)

 

    Renal cancer

4 (7.70%)

1 (5.88%)

1 (5.88%)

 

6 (6.98%)

5 (16.67%)

 

    Prostate cancer

3 (5.77%)

0 (0.00%)

2 (11.76%)

 

5 (5.81%)

0 (0.00%)

 

    Small bowel cancer

3 (5.77%)

1 (5.88%)

1 (5.88%)

 

5 (5.81%)

3 (10.00%)

 

    Lung cancer

2 (3.85%)

2 (11.76%)

1 (5.88%)

 

5 (5.81%)

4 (13.33%)

 

    Others

6 (11.54%)

2 (11.76%)

2 (11.76%)

 

10 (11.63%)

0 (0.00%)

 

Number of target lesions [N (%)]

   

0.345

  

0.006

    1

14 (26.92%)

2 (11.76%)

6 (35.29%)

 

22 (25.58%)

8 (9.30%)

 

    2

7 (13.46%)

4 (23.53%)

1 (5.88%)

 

12 (13.95%)

4 (4.65%)

 

    3

4 (7.69%)

2 (11.76%)

0 (0.00%)

 

6 (6.98%)

10 (11.63%)

 

    4

6 (11.54%)

3 (17.65%)

5 (29.41%)

 

14 (16.28%)

2 (2.33%)

 

     ≥ 5

21 (40.38%)

6 (35.29%)

5 (29.41%)

 

32 (37.21%)

6 (6.98%)

 

Baseline lesion size (cm)

6.6

7.0

5.6

0.813

6.5

4.7

0.126

Baseline lesion volume (cm3)

308.51

214.70

55.83

0.801

240.02

61.37

0.615

ADC value of baseline lesion (mm2/s)

1.1

1.2

1.2

0.903

1.1

1.0

0.090

  1. ADC Apparent diffusion coefficient