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Table 2 Distributions between KL grades and implants in different data sets

From: Automating classification of osteoarthritis according to Kellgren-Lawrence in the knee using deep learning in an unfiltered adult population

 

Train

Test

 

Yes

No

Yes

No

 

n

(%)

n

(%)

n

(%)

n

(%)

Kellgren-Lawrence

 0

2848

(50)

2852

(50)

67

(22)

233

(78)

 1

1218

(21)

4482

(79)

23

(8)

277

(92)

 2

652

(11)

5048

(89)

24

(8)

276

(92)

 3

597

(10)

5103

(90)

116

(39)

184

(61)

 4

380

(7)

5320

(93)

70

(23)

230

(77)

Location

 Medial

487

(9)

5213

(91)

120

(40)

180

(60)

 Lateral

175

(3)

5525

(97)

34

(11)

266

(89)

 Patella

36

(1)

2486

(44)

3

(1)

297

(99)

Implant

611

(11)

5089

(89)

61

(20)

239

(80)

 TKA

226

(4)

5474

(96)

39

(13)

261

(87)

 UKA

44

(1)

5656

(99)

7

(2)

293

(98)

 Plate

111

(2)

5589

(98)

7

(2)

293

(98)

 IM-nail

99

(2)

5601

(98)

0

(0)

300

(100)

 IM-nail femur

68

(1)

5632

(99)

    

 IM-nail tibia

14

(0)

5686

(100)

0

(0)

300

(100)

 Cerclage

55

(1)

5645

(99)

0

(0)

300

(100)

 K-wires

21

(0)

5679

(100)

0

(0)

300

(100)

 Staple

8

(0)

2514

(44)

4

(1)

296

(99)

 X-fix

3

(0)

5697

(100)

0

(0)

300

(100)

 Screws

57

(1)

5643

(99)

2

(1)

298

(99)

 X-ligament

36

(1)

5664

(99)

5

(2)

295

(98)

  1. Abbreviations: TKA Total knee arthroplasty, UKA Unicompartmental knee arthroplasty, IM intramedullary, X-fix external fixation, X-ligament signs of cruciate ligament reconstruction