Extended Data Fig. 8: Learning only from cases with full information (N = 114) worsens performance. | Nature Cancer

Extended Data Fig. 8: Learning only from cases with full information (N = 114) worsens performance.

From: Multimodal data integration using machine learning improves risk stratification of high-grade serous ovarian cancer

Extended Data Fig. 8

Log hazard ratios for radiomic features derived from a omental implants (N = 600 features) and b adnexal masses (N = 600 features; uncorrected p-values shown). c, Log hazard ratios for histopathologic features (N = 281 features; uncorrected p-values shown). d, Concordance indices for the test set by overall survival. The height of each bar shows the c-Index, and the lower and upper points of the respective error bars depict the 95% C.I. by leave-one-out bootstrapping. Asterisks denote 95% confidence of significant ordering of the test set by 1000-fold permutation test. e, KM analysis of OS for the GRH model in the test set. P-value calculated using the log-rank test. f, KM analysis of PFS for the GRH model in the test set. P-value calculated using the log-rank test.

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