Difference between revisions of "ChangeTracker evaluation"
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+ | = Definitions = | ||
+ | |||
+ | * Sensitivity = TP / (TP + FN) | ||
+ | |||
+ | * Specificity = TN / (FP + TN) | ||
+ | |||
+ | * False Discovery Rate = FP / (FP + TP) | ||
+ | |||
=Syntehtic data= | =Syntehtic data= | ||
Line 7: | Line 15: | ||
{| | {| | ||
− | '''Case02''' | + | |'''Case02''' |
+ | |- | ||
|[[Image:Case02_growth_SENS.png|thumb|280px|]] | |[[Image:Case02_growth_SENS.png|thumb|280px|]] | ||
|[[Image:Case02_growth_SPEC.png|thumb|280px|]] | |[[Image:Case02_growth_SPEC.png|thumb|280px|]] | ||
Line 13: | Line 22: | ||
|- | |- | ||
− | '''Case03''' | + | |'''Case03''' |
+ | |- | ||
|[[Image:Case03_growth_SENS.png|thumb|280px|]] | |[[Image:Case03_growth_SENS.png|thumb|280px|]] | ||
|[[Image:Case03_growth_SPEC.png|thumb|280px|]] | |[[Image:Case03_growth_SPEC.png|thumb|280px|]] | ||
Line 19: | Line 29: | ||
|} | |} | ||
− | + | ==Shrinkage experiment== | |
+ | |||
+ | {| | ||
+ | |||
+ | |'''Case02''' | ||
+ | |- | ||
+ | |[[Image:Case02_shrink_SENS.png|thumb|280px|]] | ||
+ | |[[Image:Case02_shrink_SPEC.png|thumb|280px|]] | ||
+ | |[[Image:case02_shrink_FDR.png|thumb|280px|]] | ||
+ | |- | ||
+ | |||
+ | |'''Case03''' | ||
+ | |- | ||
+ | |[[Image:Case03_shrink_SENS.png|thumb|280px|]] | ||
+ | |[[Image:Case03_shrink_SPEC.png|thumb|280px|]] | ||
+ | |[[Image:case03_shrink_FDR.png|thumb|280px|]] | ||
+ | |} | ||
+ | |||
+ | ==Growth + Noise == | ||
{| | {| | ||
− | '''Case02''' | + | |'''Case02''' |
+ | |- | ||
|[[Image:Case02_noisy_SENS.png|thumb|280px|]] | |[[Image:Case02_noisy_SENS.png|thumb|280px|]] | ||
|[[Image:Case02_noisy_SPEC.png|thumb|280px|]] | |[[Image:Case02_noisy_SPEC.png|thumb|280px|]] | ||
Line 29: | Line 58: | ||
|- | |- | ||
− | '''Case03''' | + | |'''Case03''' |
+ | |- | ||
|[[Image:Case03_noisy_SENS.png|thumb|280px|]] | |[[Image:Case03_noisy_SENS.png|thumb|280px|]] | ||
|[[Image:Case03_noisy_SPEC.png|thumb|280px|]] | |[[Image:Case03_noisy_SPEC.png|thumb|280px|]] | ||
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− | + | == Growth + resampling == | |
+ | * 2x | ||
− | + | {| | |
− | + | |'''Case02''' | |
+ | |- | ||
+ | |[[Image:Case02_2x_SENS.png|thumb|280px|]] | ||
+ | |[[Image:Case02_2x_SPEC.png|thumb|280px|]] | ||
+ | |[[Image:case02_2x_FDR.png|thumb|280px|]] | ||
+ | |- | ||
+ | |||
+ | |'''Case03''' | ||
+ | |- | ||
+ | |[[Image:Case03_2x_SENS.png|thumb|280px|]] | ||
+ | |[[Image:Case03_2x_SPEC.png|thumb|280px|]] | ||
+ | |[[Image:case03_2x_FDR.png|thumb|280px|]] | ||
+ | |} | ||
+ | |||
+ | |||
+ | |||
+ | * 3x | ||
+ | {| | ||
+ | |||
+ | |'''Case02''' | ||
+ | |- | ||
+ | |[[Image:Case02_3x_SENS.png|thumb|280px|]] | ||
+ | |[[Image:Case02_3x_SPEC.png|thumb|280px|]] | ||
+ | |[[Image:case02_3x_FDR.png|thumb|280px|]] | ||
+ | |- | ||
+ | |||
+ | |'''Case03''' | ||
+ | |- | ||
+ | |[[Image:Case03_3x_SENS.png|thumb|280px|]] | ||
+ | |[[Image:Case03_3x_SPEC.png|thumb|280px|]] | ||
+ | |[[Image:case03_3x_FDR.png|thumb|280px|]] | ||
+ | |} | ||
− | |||
=Clinical data= | =Clinical data= | ||
+ | |||
+ | [[Image:Clinical_SENS.png]] | ||
+ | |||
+ | [[Image:Clinical_SPEC.png]] | ||
+ | |||
+ | [[Image:Clinical_FDR.png]] | ||
+ | |||
+ | =References= | ||
+ | [http://en.wikipedia.org/wiki/Sensitivity_and_specificity Wikipedia: Sensitivity and Specificity] |
Latest revision as of 16:54, 24 May 2010
Home < ChangeTracker evaluationContents
Definitions
- Sensitivity = TP / (TP + FN)
- Specificity = TN / (FP + TN)
- False Discovery Rate = FP / (FP + TP)
Syntehtic data
Growth experiment
- deformation of the follow-up image
Case02 | ||
Case03 | ||
Shrinkage experiment
Case02 | ||
Case03 | ||
Growth + Noise
Case02 | ||
Case03 | ||
Growth + resampling
- 2x
Case02 | ||
Case03 | ||
- 3x
Case02 | ||
Case03 | ||