Source projection for calibrated transfer learning in survival prediction

Transfer learning can improve survival prediction in cohorts with few events. An external model may capture useful covariate associations yet systematically overestimate or underestimate risk in the target population, creating a need for selective borrowing. We propose Source Projection Transfer (SP