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Leave-one-out cross-validation (LOOCV)-type prediction based on time-to-event clinical outcome. Select genes robustly correlated with time-to-event clinical outcome throughout the LOO steps. If you need to specify R, clone it...

Nearest neighbor prediction based on a list of marker genes