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math.ST2023★ 3 cited
A Comprehensive Framework for Evaluating Time to Event Predictions using the Restricted Mean Survival Time
Ariane Cwiling, Vittorio Perduca, Olivier Bouaziz
The restricted mean survival time (RMST) is a widely used quantity in survival analysis due to its straightforward interpretation. For instance, predicting the time to event based…
stat.ME2023
Assessing model prediction performance for the expected cumulative number of recurrent events
Olivier Bouaziz
In a recurrent events setting, we introduce a new score designed to evaluate the prediction ability, for a given model, of the expected cumulative number of recurrent events. This…