Skip to main content

Table 1 Baseline characteristics of the training and validation cohorts

From: Real-time automatic prediction of treatment response to transcatheter arterial chemoembolization in patients with hepatocellular carcinoma using deep learning based on digital subtraction angiography videos

Variables

All patients (n = 605)

Training cohort (n = 360)

Internal validation cohort (n = 124)

External validation cohort (n = 121)

Age (years)

55.0 ± 11.9

55.06 ± 12.2

55.5 ± 11.6

54.5 ± 11.3

Sex (male)

548 (90.6)

330 (91.7)

107 (86.3)

111 (91.7)

HBV +

530 (87.6)

306 (85.0)

107 (86.3)

112 (92.6)

BCLC stage

 A

67 (11.1)

36 (10.0)

16 (12.9)

15 (12.4)

 B

538 (88.9)

324 (90.0)

108 (87.1)

106 (87.6)

Child-Pugh score

 5

437 (72.2)

263 (73.1)

100 (80.6)

74 (61.2)

 6

106 (17.5)

62 (17.2)

15 (12.1)

29 (24.0)

 7

38 (6.3)

21 (5.8)

8 (6.5)

9 (7.4)

 8

17 (2.8)

10 (2.8)

2 (1.6)

7 (5.8)

 9

7 (1.2)

4 (1.1)

1 (0.8)

2 (1.7)

Ascites

43 (7.1)

24 (6.7)

7 (5.6)

12 (9.9)

PT (s)

12.8 ± 5.9

13.1 ± 7.6

12.3 ± 1.3

12.5 ± 1.6

TBIL (μmol/L)

18.6 ± 16.6

19.1 ± 18.6

16.7 ± 8.7

17.5 ± 13.4

ALB (g/L)

40.7 ± 23.9

41.8 ± 30.7

40.2 ± 4.7

38.0 ± 5.3

AST (≥40, IU/L)

351 (58.0)

230 (63.9)

69 (55.6)

52 (43.0)

ALT (≥40, IU/L)

311 (51.4)

198 (55.0)

69 (55.6)

44 (36.4)

CRP (≥1, mg/L)

313 (86.9)

313 (86.9)

108 (87.1)

96 (79.3)

AFP (≥200, ng/ml)

267 (44.1)

172 (47.8)

51 (41.1)

44 (36.4)

Treatment response

 Responders

335 (55.4)

176 (48.9)

69 (55.6)

90 (74.4)

 Non-responders

270 (44.6)

184 (51.1)

55 (44.4)

31 (25.6)

Combined with other treatment (yes)

388 (64.1)

237 (65.8)

81 (65.3)

70 (57.9)

Rounds of TACE (≥2)

523 (86.4)

320 (88.9)

104 (83.9)

99 (81.8)

  1. Qualitative variables are in n (%) and quantitative variables are in mean ± SD, when appropriate. HBV Hepatitis B virus, BCLC Barcelona Clinic Liver Cancer, AFP a-Fetoprotein, PT Prothrombin time, TBIL Total bilirubin, ALB Albumin, AST Aspartate aminotransferase, ALT Alanine aminotransferase, CRP C-reactive protein