Table 2 The efficacy of multimodal radiomics techniques in distinguishing spinal cord injury and spinal cord concussion.

From: Utilizing multimodal radiomics technology from cervical MRI for diagnosis of cervical spinal cord injury and spinal cord concussion

model_name

Accuracy

AUC

95% CI

Sensitivity

Specificity

PPV

NPV

Precision

Recall

F1

Threshold

Task

T1

0.830

0.821

0.7679–0.8743

0.952

0.500

0.837

0.796

0.837

0.952

0.891

0.544

Train

T1

0.773

0.799

0.6907–0.9063

0.778

0.767

0.833

0.697

0.833

0.778

0.805

0.796

Test

T2

0.750

0.844

0.7928–0.8948

0.714

0.846

0.926

0.524

0.926

0.714

0.806

0.768

train

T2

0.707

0.813

0.7144–0.9108

0.622

0.833

0.848

0.595

0.848

0.622

0.718

0.852

Test

T1 + T2

0.830

0.902

0.8629–0.9415

0.838

0.808

0.921

0.649

0.921

0.838

0.878

0.766

Train

T1 + T2

0.800

0.840

0.7415–0.9385

0.844

0.733

0.826

0.759

0.826

0.844

0.835

0.773

Test