Table 2 CT scanning characteristics.

From: Deep learning for the prediction of early on-treatment response in metastatic colorectal cancer from serial medical imaging

Ā 

All CT scans

Train cohort

Test cohort

p

Number of scans

3193

2141

1052

Ā 

Manufacturer (n (%))

Ā Ā Ā 

0.26

ā€ƒGE MEDICAL SYSTEMS

1059 (33.2)

694 (32.4)

365 (34.7)

Ā 

ā€ƒPhilips

445 (13.9)

315 (14.7)

130 (12.4)

Ā 

ā€ƒSIEMENS

1314 (41.2)

889 (41.5)

425 (40.4)

Ā 

ā€ƒTOSHIBA

312 (9.8)

204 (9.5)

108 (10.3)

Ā 

ā€ƒFive other manufacturers

63 (2.0)

39 (1.8)

24 (2.3)

Ā 

Manufacturer models (n (%))

Ā Ā Ā 

<0.05

ā€ƒAquilion

243 (7.6)

157 (7.3)

86 (8.2)

Ā 

ā€ƒBrilliance 64

166 (5.2)

114 (5.3)

52 (4.9)

Ā 

ā€ƒDefinition

161 (5.0)

124 (5.8)

37 (3.5)

Ā 

ā€ƒHiSpeed NX/i

132 (4.1)

104 (4.9)

28 (2.7)

Ā 

ā€ƒLightSpeed VCT

240 (7.5)

136 (6.4)

104 (9.9)

Ā 

ā€ƒLightSpeed16

197 (6.2)

128 (6.0)

69 (6.6)

Ā 

ā€ƒSensation 16

303 (9.5)

196 (9.2)

107 (10.2)

Ā 

ā€ƒSensation 64

309 (9.7)

216 (10.1)

93 (8.8)

Ā 

ā€ƒSeventy-three other models

1442 (45.2)

966 (45.1)

476 (45.2)

Ā 

ā€ƒCT image reconstruction algorithms (n (%))

Ā Ā Ā 

<0.05

ā€ƒB

249 (7.8)

165 (7.7)

84 (8.0)

Ā 

ā€ƒB30f

332 (10.4)

226 (10.6)

106 (10.1)

Ā 

ā€ƒB31f

233 (7.3)

172 (8.0)

61 (5.8)

Ā 

ā€ƒLUNG

118 (3.7)

82 (3.8)

36 (3.4)

Ā 

ā€ƒSTANDARD

623 (19.5)

399 (18.6)

224 (21.3)

Ā 

ā€ƒSTD+

141 (4.4)

108 (5.0)

33 (3.1)

Ā 

ā€ƒFifty-nine other algorithms

1497 (46.9)

989 (31.0)

508 (15.9)

Ā 

Slice thickness (n (%))

Ā Ā Ā 

0.301

ā€ƒā‰¤3 mm

531 (16.6)

340 (15.9)

191 (18.2)

Ā 

ā€ƒ3~5 mm

2335 (73.1)

1582 (73.9)

753 (71.6)

Ā 

ā€ƒ>5 mm

327 (10.2)

219 (10.2)

108 (10.3)

Ā 

Voltage (n (%))

Ā Ā Ā 

0.52

ā€ƒ120 kVp

2751 (86.2)

1841 (85.9)

910 (86.5)

Ā 

ā€ƒOthers

442 (13.8)

300 (14.0)

142 (13.5)

Ā 

Product of tube current and time (n (%))

Ā Ā Ā 

<0.05

ā€ƒā‰¤100 mAs

654 (20.5)

449 (21.0)

205 (19.5)

Ā 

ā€ƒ100~200 mAs

1196 (37.5)

782 (36.5)

414 (39.4)

Ā 

ā€ƒ200~400 mAs

757 (23.7)

515 (24.0)

242 (23.0)

Ā 

ā€ƒ>400 mAs

261 (8.2)

70 (3.3)

191 (18.2)

Ā 

ā€ƒNAN

325 (10.2)

325 (15.2)

0 (0.0)

Ā 

Pixel spacing (n (%))

Ā Ā Ā 

0.408

ā€ƒ0.5~0.75 mm

1528 (47.9)

1010 (47.2)

518 (49.2)

Ā 

ā€ƒ0.75~1.00 mm

1640 (51.4)

1112 (51.9)

528 (50.2)

Ā 

ā€ƒ>1 mm

25 (0.8)

19 (0.9)

6 (0.6)

Ā 
  1. Note: p-Values were calculated via two-sided chi-square test.