4.2.3 Analyze All Modalities
The button exports
all individual modalities and combinations results in 10 csv files
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File name
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Content
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statAnalysis
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U-statistics analysis results: AUC, varAUC,
analysis results by Normal, BDG and Hillis method
(p-value, confidence interval, and hypothesis test result)
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statAnalysisMLE
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MLE analysis results: AUC, varAUC,
analysis results by Normal, BDG and Hillis method
(p-value, confidence interval, and hypothesis test result)
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ROCcurves
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FPF, TPF value for ROC cruves: reader individual and averages
(horizontal average, vertical average, diagonal average, pooled average)
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AUCperReader
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Individual readers AUC and varAUC
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readerCovariance
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Covariance between readers
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BDGtable
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BDG moment and coefficient for compared two modalities, and their product
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BCKtable
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BDK marginal and coefficient for compared two modalities, and their product
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DBMtable
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DBM component and coefficient
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ORtable
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OR component and coefficient
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MStable
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MS component and coefficient
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BDG table explanation:
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compOrCoeff column
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Description
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comp_A
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BDG 8 moments for modality A AUC variance
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coeff_A
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Coefficients corresponding to BDG 8 moments for modality A
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comp_B
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BDG 8 moments for modality B AUC variance
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coeff_B
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Coefficients corresponding to BDG 8 moments for modality B
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comp_product
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BDG 8 moments for modality A and B AUC covariance
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coeff_product
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Coefficients corresponding to BDG 8 moments covariance
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Total
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comp_A * coeff_A + comp_A * coeff_B - comp_product * coeff_product
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Other tables are in similar format.
