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© RSNA, 2007
Table E1. ROC Analysis of the ADC Values for Discriminating between Lymphoma and SCC, SCC and NPC , and Lymphoma and NPC with the Whole-Node and Single-Section Techniques Using a Cutoff Point for Optimizing Sensitivity and Specificity with Equal Weighting
|
Comparison and Technique |
AUC (95% CI) |
Optimal Threshold* |
Sensitivity (95% CI) |
Specificity (95% CI) |
PPV |
NPV |
|
Lymphoma vs SCC |
|
|
|
|
|
|
|
Whole node |
0.98 (0.93–1.00) |
0.893 a |
0.94 (0.73–1.00) |
1.00 (0.63–1.00) |
1.00 (0.80–1.00) |
0.89 (0.52–1.00) |
|
Single-section node |
0.99 (0.97–1.00) |
0.824 a |
0.94 (0.73–1.00) |
1.00 (0.63–1.00) |
1.00 (0.80–1.00) |
0.89 (0.52–1.00) |
|
Whole node |
0.98 (0.93–1.00) |
0.893 b |
1.00 (0.63–1.00) |
0.94 (0.73–1.00) |
0.89 (0.52–1.00) |
1.00 (0.80–1.00) |
|
Single-section node |
0.99 (0.97–1.00) |
0.824 b |
1.00 (0.63–1.00) |
0.94 (0.73–1.00) |
0.89 (0.52–1.00) |
1.00 (0.80–1.00) |
|
SCC vs NPC |
|
|
|
|
|
|
|
Whole node |
0.94 (0.86–1.00) |
0.945 c |
0.89 (0.65–0.99) |
0.88 (0.64–0.99) |
0.89 (0.65–0.99) |
0.88 (0.64–0.99) |
|
Single-section node |
0.88 (0.77–0.99) |
0.894 c |
0.83 (0.59–0.96) |
0.76 (0.50–0.93) |
0.79 (0.54–0.94) |
0.81 (0.54–0.96) |
|
Whole node |
0.94 (0.86–1.00) |
0.945 d |
0.88 (0.64–0.99) |
0.89 (0.65–0.99) |
0.88 (0.64–0.99) |
0.89 (0.65–0.99) |
|
Single-section node |
0.88 (0.77–0.99) |
0.894 d |
0.76 (0.50–0.93) |
0.83 (0.59–0.96) |
0.81 (0.54–0.96) |
0.79 (0.54–0.94) |
|
Lymphoma vs NPC |
|
|
|
|
|
|
|
Whole node |
0.74 (0.54–0.95) |
0.841 e |
0.53 (0.28–0.77) |
0.88 (0.47–1.00) |
0.90 (0.56–1.00) |
0.47 (0.21–0.73) |
|
Single-section node |
0.81 (0.63–0.99) |
0.694 e |
0.76 (0.50–0.93) |
0.75 (0.35–0.97) |
0.87 (0.60–0.98) |
0.60 (0.26–0.88) |
|
Whole node |
0.74 (0.54–0.95) |
0.841 f |
0.88 (0.47–1.00) |
0.53 (0.28–0.77) |
0.47 (0.21–0.73) |
0.90 (0.56–1.00) |
|
Single-section node |
0.81 (0.63–0.99) |
0.694 f |
0.75 (0.35–0.97) |
0.76 (0.50–0.93) |
0.60 (0.26–0.88) |
0.87 (0.60–0.98) |
Note.— AUC = area under curve, CI = confidence interval, NPV = negative predictive value, PPV = positive predictive value.
* Optimal in the sense of maximizing sensitivity and specificity with equal weighting.
a Values larger than the threshold indicate stronger evidence for SCC.
b Values smaller than the threshold indicate stronger evidence for lymphoma.
c Values larger than the threshold indicate stronger evidence for SCC.
d Values smaller than the threshold indicate stronger evidence for NPC.
e Values larger than the threshold indicate stronger evidence for NPC.
f Values smaller than the threshold indicate stronger evidence for being lymphoma.
Table E2. ROC Analysis of the ADC Values for Discriminating between Lymphoma and SCC, SCC and NPC, and Lymphoma and NPC with the Single-Section Technique Using a Cutoff Point Chosen to Maximize Sensitivity at a Specificity of 100%
|
Comparison |
AUC (95% CI) |
Highest Specificity Cutoff* |
Sensitivity (95% CI) |
Specificity (95% CI) |
PPV |
NPV |
|
Lymphoma vs SCC |
|
|
|
|
|
|
|
Predicting SCC |
0.99 (0.97–1.00) |
0.824 a |
0.94 (0.73–1.00) |
1.00 (0.63–1.00) |
1.00 (0.80–1.00) |
0.89 (0.52–1.00) |
|
Predicting lymphoma |
0.99 (0.97–1.00) |
0.767 b |
0.88 (0.47–1.00) |
1.00 (0.81–1.00) |
1.00 (0.59–1.00) |
0.95 (0.74–1.00) |
|
SCC vs NPC |
|
|
|
|
|
|
|
Predicting SCC |
0.88 (0.77–0.99) |
1.093 a |
0.39 (0.17–0.64) |
1.00 (0.80–1.00) |
1.00 (0.59–1.00) |
0.61 (0.41–0.79) |
|
Predicting NPC |
0.88 (0.77–0.99) |
0.764 c |
0.47 (0.23–0.72) |
1.00 (0.81–1.00) |
1.00 (0.63–1.00) |
0.74 (0.46–0.83) |
|
Lymphoma vs NPC |
|
|
|
|
|
|
|
Predicting NPC |
0.81 (0.63–0.99) |
0.788 d |
0.53 (0.28–0.77) |
1.00 (0.63–1.00) |
1.00 (0.67–1.00) |
0.50 (0.25–0.75) |
|
Predicting lymphoma |
0.81 (0.63–0.99) |
No suitable cutoff |
… |
… |
… |
… |
Note.—
AUC = area
under curve, CI = confidence interval, NPV = negative predictive value, PPV
= positive predictive value.
*The cutoff points were chosen to produce 100% specificity and the highest possible sensitivity.
a Values larger than the threshold indicate stronger evidence for SCC.
b Values smaller than the threshold indicate stronger evidence for lymphoma.
c Values smaller than the threshold indicate stronger evidence for NPC.
d Values larger than the threshold indicate stronger evidence for NPC.
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