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Table 4 Results obtained from training on one cohort (OAI/MOST) and testing on another cohort (MOST/OAI)

From: Prediction of knee osteoarthritis progression using radiological descriptors obtained from bone texture analysis and Siamese neural networks: data from OAI and MOST cohorts

Modality

Metric

Train. on OAI and validation on MOST

Train. on MOST and validation on OAI

NonQC

QC

NonQC

QC

CR

AUC

0.74 (0.68–0.79)

0.73 (0.67–0.79)

0.7 (0.67–0.74)

0.71 (0.68–0.75)

DOR

6.82

5.95

3.42

4.04

ACC

0.74

0.74

0.77

0.73

RG

AUC

0.64 (0.59–0.70)

0.63 (0.56–0.69)

0.69 (0.64–0.74)

0.59 (0.53–0.65)

DOR

3.01

4.34

3.36

2.51

ACC

0.62

0.65

0.74

0.78

CR & RG

AUC

0.73 (0.70–0.77)

0.73 (0.69–0.77)

0.71 (0.68–0.74)

0.71 (0.68–0.74)

DOR

5.82

6.91

4.03

4.04

ACC

0.7

0.72

0.83

0.82