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stat.ML2019★ 4 cited
The Brier Score under Administrative Censoring: Problems and Solutions
Håvard Kvamme, Ørnulf Borgan
The Brier score is commonly used for evaluating probability predictions. In survival analysis, with right-censored observations of the event times, this score can be weighted by th…
stat.ML2019
Time-to-Event Prediction with Neural Networks and Cox Regression
Håvard Kvamme, Ørnulf Borgan, Ida Scheel
New methods for time-to-event prediction are proposed by extending the Cox proportional hazards model with neural networks. Building on methodology from nested case-control studies…