Table 1 Classification results for osteoarthritis severity of each knee compartment using linear discriminant analysis classifier.

From: Using magnetic resonance imaging-based subregional texture analysis models to classify knee osteoarthritis severity by compartment

 

Accuracy

Sensitivity

Specificity

Precision

F-measure

ROC AUC

Medial compartment

 FS-PDWI

0.717

0.525

0.776

0.509

0.511

0.765

 PDWI

0.796

0.645

0.843

0.645

0.641

0.839

 Combination of FS-PDWI and PDWI

0.792

0.649

0.841

0.655

0.651

0.842

Lateral compartment

 FS-PDWI

0.582

0.608

0.555

0.582

0.596

0.592

 PDWI

0.597

0.559

0.637

0.602

0.585

0.639

 Combination of FS-PDWI and PDWI

0.645

0.627

0.663

0.646

0.642

0.684

P-FT compartment

 FS-PDWI

0.635

0.592

0.680

0.635

0.623

0.651

 PDWI

0.655

0.606

0.707

0.656

0.641

0.698

 Combination of FS-PDWI and PDWI

0.625

0.587

0.663

0.627

0.613

0.651

  1. FS-PDWI fat-suppressed proton density-weighted imaging, PDWI proton density-weighted imaging, P-FT articulation between patella and femoral trochlea.
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